Daniel P. PALOMAR

PhD in Electrical Engineering
Technical University of Catalonia (UPC), 2003

Professor
Department of Electronic and Computer Engineering
Department of Industrial Engineering and Decision Analytics



(852) 2358 7060
palomar@ust.hk
Room 2398
Personal Web

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Google Scholar
qlReqq8AAAAJ

ORCID
0000-0001-5250-4874

ResearcherID
C-5121-2008

Scopus ID
6603425703




Research Interest Publications Projects Teaching Assignment RPG Supervision Space used




Research Interest

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Optimization
Big data
Financial econometrics
Signal processing
Financial risk management



Publications

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All Years 242 2022 0 2021 5 2020 10 2019 15 2018 12 2017 16 2016 184

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2021 5

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA
IEEE Transactions on Signal Processing, v. 69, February 2021, article number 9354027, p. 1507-1520
Breloy, Arnaud; Kumar, Sandeep; Sun, Ying; P. Palomar, Daniel Article
Shrinking the Eigenvalues of M-Estimators of Covariance Matrix
IEEE Transactions on Signal Processing, v. 69, 2021, article number 9292452, p. 256-269
Ollila, Esa; P. Palomar, Daniel; Pascal, Frédéric Article
Solving High-Order Portfolios via Successive Convex Approximation Algorithms
IEEE Transactions on Signal Processing, v. 69, January 2021, article number 9321753, p. 892-904
Zhou, Rui; P. Palomar, Daniel Article
Minimax Estimation of Laplacian Constrained Precision Matrices
Proceedings of Machine Learning Research, v. 130, 2021, p. 3736-3744
Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel Conference paper
Parameter Estimation for Student’s t VAR Model with Missing Data
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2021-June, June 2021, p. 5145-5149
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; Perez palomar, Daniel Conference paper

2020 10

A Unified Framework for Structured Graph Learning via Spectral Constraints
Journal of Machine Learning Research, v. 21, January 2020, article number 22
Kumar, Sandeep; Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel Article
General sparse risk parity portfolio design via successive convex optimization
Signal Processing, v.170, May 2020, article number 107433
Wu, Linlong; Feng, Yiyong; P. Palomar, Daniel Article
Student's t VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling
IEEE Transactions on Signal Processing, v. 68, October 2020, p. 6198-6211
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel Article
Understanding the Quintile Portfolio
IEEE Transactions on Signal Processing, v. 68, 2020, article number 9132714, p. 4030-4040
Zhou, Rui; P. Palomar, Daniel Article
Radar Waveform Design via the Majorization-Minimization Framework
Radar Waveform Design Based on Optimization Theory / Edited by Guolong Cui, Antonio De Maio, Alfonso Farina, Jian L. Raleigh, NC : Scitech Publishing, 2020, p. 185-220, Ch. 7
Wu, Linlong; P. Palomar, Daniel Book chapter
A Theoretical Basis for Practitioners Heuristic 1/N and Long-Only Quintile Portfolio
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053772, p. 8434-8438
Zhou, Rui; P. Palomar, Daniel Conference paper
Learning Undirected Graphs in Financial Markets
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2020-November, November 2020, article number 9443573, p. 741-745
De Miranda Cardoso, Jose Vinicius; Perez Palomar, Daniel Conference paper
M-estimators of scatter with eigenvalue shrinkage
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9054555, p. 5305-5309
Ollila, Esa; P. Palomar, Daniel; Pascal, Frederic Conference paper
Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model
Advances in Neural Information Processing Systems, v. 2020-December, 2020
Ying, Jiaxi; De miranda cardoso, Jose Vinicius; P. Palomar, Daniel Conference paper
Robust Factor Analysis Parameter Estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12014 LNCS, 2020, p. 3-11
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel Conference paper

2019 15

Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance
IEEE Transactions on Signal Processing, v. 67, (7), April 2019, p. 1681-1695
Zhao, Ziping; Zhou, Rui; P. Palomar, Daniel Article
Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM
IEEE Transactions on Signal Processing, v. 67, (16), August 2019, p. 4231-4244
Zhao, Licheng; Wang, Yiwei; Kumar, Sandeep; P. Palomar, Daniel Article
Optimization of MIMO Device-to-Device Networks via Matrix Fractional Programming: A Minorization–Maximization Approach
IEEE/ACM Transactions on Networking, v. 27, (5), October 2019, article number 3370590, p. 2164-2177
Shen, Kaiming; Yu, Wei; Zhao, Licheng; P. Palomar, Daniel Article
Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM
IEEE Transactions on Signal Processing, v. 67, (8), April 2019, article number 8648152, p. 2159-2172
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel Article
Regularized robust estimation of mean and covariance matrix for incomplete data
Signal Processing, v. 165, December 2019, p. 278-291
Liu, Junyan; P. Palomar, Daniel Article
Sequence Design for Spectral Shaping via Minimization of Regularized Spectral Level Ratio
IEEE Transactions on Signal Processing, v. 67, (18), September 2019, p. 4683-4695
Wu, Linlong; P. Palomar, Daniel Article
Spectral-based methods for pipeline leakage localization
Journal of Hydraulic Engineering, v. 145, (3), March 2019, article number 04018089
Wang, Xun; P. Palomar, Daniel; Zhao, Licheng; Ghidaoui, Mohamed Salah Ben Habib; Murch, Ross David Article
Accelerating the Multivariate SKEW T Parameter Estimation
2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings, December 2019, article number 9022437, p. 251-255
Zhou, Rui; P. Palomar, Daniel Conference paper
Bipartite Structured Gaussian Graphical Modeling via Adjacency Spectral Priors
Conference Record of The Fifty-Third Asilomar Conference on Signals, Systems & Computers, November 3-6, 2019, Pacific Grove, California / Edited by Michael B. Matthews, Northrop Grumman Innovation Systems. Piscataway, NJ : IEEE, 2019, p. 323-326
Kumar, Sandeep; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; Perez palomar, Daniel Conference paper
Distributed optimization for Generalized Phase Retrieval over Networks
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2018-October, February 2019, article number 8645496, p. 48-52
Zhao, Ziping; Luy, Songtao; Hongy, Mingyi; P. Palomar, Daniel Conference paper
Large-scale regularized portfolio selection via convex optimization
GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings, November 2019, article number 8969214
Zhao, Ziping; P. Palomar, Daniel Conference paper
Parameter Estimation of Heavy-Tailed AR(p) Model from Incomplete Data
European Signal Processing Conference, v. 2019, 2019
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel Conference paper
Robust Factor Analysis Parameters Estimation
17th International Conference on Computer Aided Systems Theory, Eurocast 2019, Las Palmas de Gran Canaria, Spain, 17-22 February 2019
Zhou, Rui; Liu, Junyan; P. Palomar, Daniel; Kumar, Sandeep Conference paper
Structured Graph Learning via Laplacian Spectral Constraints
Advances in Neural Information Processing Systems, v. 32, 2019
Kumar, Sandeep Anil; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; Perez palomar, Daniel Conference paper
Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019, May 2019, article number 8683304, p. 4150-4154
Zhou, Rui; Zhao, Ziping; P. Palomar, Daniel Conference paper

2018 12

A Markowitz Portfolio Approach to Options Trading
IEEE Transactions on Signal Processing, v. 66, (16), August 2018, p. 4223-4238
Zhao, Licheng; P. Palomar, Daniel Article
Mean-Reverting Portfolio With Budget Constraint
IEEE Transactions on Signal Processing, v. 66, (9), 1 May 2018
Zhao, Ziping; P. Palomar, Daniel Article
MISO Channel Estimation and Tracking from Received Signal Strength Feedback
IEEE Transactions on Signal Processing, v. 66, (7), April 2018, p. 1691-1704
Qiu, Tianyu; Fu, Xiao; Sidiropoulos, Nicholas D.; P. Palomar, Daniel Article
Optimization Methods for Financial Index Tracking: From Theory to Practice
Foundations and Trends? in Optimization, v. 3, (3), June 2018, p. 171-279
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel Article
Sparse Portfolios for High-Dimensional Financial Index Tracking
IEEE Transactions on Signal Processing, v. 66, (1), January 2018, article number 8064704, p. 155-170
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel Article
Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints
IEEE Transactions on Signal Processing, v. 66, (6), March 2018, article number 8239836, p. 1526-1540
Wu, Linlong; Babu, Prabhu; P. Palomar, Daniel Article
Optimization Methods for Financial Index Tracking: From Theory to Practice
Optimization Methods for Financial Index Tracking: From Theory to Practice / by Konstantinos Benidis, Yiyong Feng, Daniel P. Palomar. Now Publishers, 2018.
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel Book
Decision Feedback Based Transceiver Optimization for MIMO Inter-Symbol Interference Channels
The 23rd International Symposium on Mathematical Theory of Networks and Systems, MTNS 2018, Hong Kong, 16-20 July 2018
Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh Conference paper
MIMO Transmit Beampattern Matching Under Waveform Constraint
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8462047, p. 3281-3285
Zhao, Ziping; P. Palomar, Daniel Conference paper
Optimal Portfolio Design for Statistical Arbitrage in Finance
2018 IEEE Statistical Signal Processing Workshop, SSP 2018, 29 August 2018, article number 8450775, p. 747-751
Zhao, Ziping; Zhou, Rui; Wang, zhongju; P. Palomar, Daniel Conference paper
Parameter Estimation of Heavy-tailed Random Walk Model from Incomplete Data
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8462385, p. 4439-4443
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel Conference paper
Sparse Reduced Rank Regression With Nonconvex Regularization
2018 IEEE Statistical Signal Processing Workshop, SSP 2018, August 2018, article number 8450724, p. 618-622
Zhao, Ziping; P. Palomar, Daniel Conference paper

2017 16

A Unified Framework for Low Autocorrelation Sequence Design via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 65, (2), January 2017, article number 7605511, p. 438-453
Zhao, Licheng; Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Article
Cognitive Radar-Based Sequence Design via SINR Maximization
IEEE Transactions on Signal Processing, v. 65, (3), February 2017, article number 7707372, p. 779-793
Wu, Linlong; Babu, Prabhu Sing; P. Palomar, Daniel Article
Effective Low-Complexity Optimization Methods for Joint Phase Noise and Channel Estimation in OFDM
IEEE Transactions on Signal Processing, v. 65, (12), June 2017, article number 7893737, p. 3247-3260
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel Article
Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks
IEEE Journal of Selected Topics in Signal Processing, v. 11, (3), April 2017, p. 447-449
Zoubir, Abdelhak M.; Plata-Chaves, Jorge; P. Palomar, Daniel; Ribeiro, Alejandro; Scaglione, Anna Article
Joint Optimization of Power and Data Transfer in Multiuser MIMO Systems
IEEE Transactions on Signal Processing, v. 65, (1), January 2017, article number 7581107, p. 212-227
Rubio, Javier; Pascual-Iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea Article
Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
IEEE Transactions on Signal Processing, v. 65, (3), February 2017, article number 7547360, p. 794-816
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
Maximin Joint Optimization of Transmitting Code and Receiving Filter in Radar and Communications
IEEE Transactions on Signal Processing, v. 65, (4), February 2017, article number 7736116, p. 850-863
Zhao, Licheng; P. Palomar, Daniel Article
Successive Boolean Optimization of Planar Pixel Antennas
IEEE Transactions on Antennas and Propagation, v. 65, (2), February 2017, article number 7762757, p. 920-925
Shen, Shanpu; Sun, Ying; Song, Sichao; P. Palomar, Daniel; Murch, Ross David Article
Undersampled Sparse Phase Retrieval via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 65, (22), November 2017, p. 5957-5969
Qiu, Tianyu; P. Palomar, Daniel Article
A Fast Algorithm for Joint Design of Transmit Waveforms and Receive Filters
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2017-July, December 2017, article number 8227807, p. 1-5
Wu, Linlong; Babu, Prabhu; P. Palomar, Daniel Conference paper
A Low-Complexity Algorithm for OFDM Phase Noise Estimation
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2017-July, December 2017, article number 8227809, p. 1-5
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel Conference paper
Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks
Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869154, p. 788-794
Sun, Ying; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Mean-Reverting Portfolio Design via Majorization-Minimization Method
Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869634, p. 1530-1534
Zhao, Ziping; P. Palomar, Daniel Conference paper
Robust Estimation of Mean and Covariance Matrix for Incomplete Data in Financial Applications
2017 IEEE Global Conference On Signal And Information Processing, 2017, p. 908-912
Liu, Junyan; P. Palomar, Daniel Conference paper
Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model
2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017, v. 2018-January, March 2018, p. 913-917
Zhao, Ziping; P. Palomar, Daniel Conference paper
Robust Rank Constrained Kronecker Covariance Matrix Estimation
Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869159, p. 810-814
Breloy, Arnaud; Sun, Ying; Babu, Prabhu; Ginolhac, Giullaume; P. Palomar, Daniel Conference paper

2016 21

A Parallel Decomposition Method for Nonconvex Stochastic Multi-Agent Optimization Problems
IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7412752, p. 2949-2964
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel; Pesavento, Marius Article
A Signal Processing Perspective on Financial Engineering
Foundations and Trends in Signal Processing, v. 9, (1-2), 2016, p. 1-235
Feng, Yiyong; P. Palomar, Daniel Article
An Online Parallel Algorithm for Recursive Estimation of Sparse Signals
IEEE Transactions on Signal and Information Processing over Networks, v. 2, (3), September 2016, p. 290-305
Yang, Yang; Pesavento, Marius; Zhang, Mengyi; P. Palomar, Daniel Article
Design of PAR-Constrained Sequences for MIMO Channel Estimation via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (23), 2016, article number 7563375, p. 6132-6144
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel Article
Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers
IEEE Transactions on Signal Processing, v. 64, (18), September 2016, article number 7478144, p. 4767-4780
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel Article
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading
IEEE Journal of Selected Topics in Signal Processing, v. 10, (6), September 2016, article number 7542611, p. 979-981
Akansu, Ali N.; Malioutov, Dmitry; P. Palomar, Daniel; Jay, Emmanuelle; Mandic, Danilo P. Article
Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems
IEEE Transactions on Signal Processing, v. 64, (8), April 2016, article number 7366611, p. 1986-1998
Sun, Ying; Breloy, Arnaud; Babu, Prabhu; P. Palomar, Daniel; Pascal, Frederic; Ginolhac, Guillaume Article
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation
IEEE Transactions on Signal Processing, v. 64, (23), December 2016, article number 7558183, p. 6211-6226
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Elliptical Distributions
IEEE Transactions on Signal Processing, v. 64, (14), July 2016, article number 7439863, p. 3576-3590
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel Article
Sequence Set Design With Good Correlation Properties Via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7420715, p. 2866-2879
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Article
Sum-Rate Maximization for Energy Harvesting Nodes With a Generalized Power Consumption Model
IEEE Transactions on Wireless Communications, v. 15, (8), August 2016, article number 7457323, p. 5341-5354
Gregori, Maria; Payaró, Miquel; P. Palomar, Daniel Article
A Signal Processing Perspective on Financial Engineering
A Signal Processing Perspective on Financial Engineering / by Yiyong Feng and Daniel P. Palomar. Boston: Now Foundations and Trends, 2016.
Feng, yiyong; P. Palomar, Daniel Book
A Robust Signal Subspace Estimator
IEEE Workshop on Statistical Signal Processing Proceedings, v. 2016-August, August 2016, article number 7551737
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; Ginolhac, Guillaume; P. Palomar, Daniel; Pascal, Frederic P. Conference paper
Block Majorization-Minimization Algorithms for Low-Rank Clutter Subspace Estimation
European Signal Processing Conference, November 2016, article number 7760636, p. 2186-2190
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper
Optimal Design of Constant-Modulus Channel Training Sequences
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472408, p. 3901-3905
Wang, Zhongju; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper
Orthogonal Sparse Eigenvectors: A Procrustes Problem
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472565, p. 4683-4686
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu; P. Palomar, Daniel Conference paper
Portfolio Optimization With Asset Selection And Risk Parity Control
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472946, p. 6585-6589
Feng, Yiyong; P. Palomar, Daniel Conference paper
PRIME: Phase Retrieval via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (19), October 2016, article number 7499815, p. 5174-5186
Qiu, Tianyu; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper
PRIME: Phase Retrieval via Majorization-Minimization Technique
Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421435, p. 1681-1685
Qiu, Tianyu; Babu, Prabhu; P. Palomar, Daniel Conference paper
Sequence Design To Minimize The Peak Sidelobe Level
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472407, p. 3896-3900
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Conference paper
SWIPT Techniques for Multiuser MIMO Broadcast Systems
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, December 2016, article number 7794639
Rubio, Javier; Pascual-iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea J. Conference paper

2015 11

Normalization of Linear Support Vector Machines
IEEE Transactions on Signal Processing, v. 63, (17), September 2015, article number 7120173, p. 4673-4688
Feng, Yiyong; P. Palomar, Daniel Article
Optimization Methods for Designing Sequences With Low Autocorrelation Sidelobes
IEEE Transactions on Signal Processing, v. 63, (15), August 2015, article number 7093191, p. 3998-4009
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel Article
Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions
IEEE Transactions on Signal Processing, v. 63, (12), June 2015, article number 7069228, p. 3096-3109
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
Robust Optimization of Order Execution
IEEE Transactions on Signal Processing, v. 63, (4), February 2015, article number 6998078, p. 907-920
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco Article
SCRIP: Successive Convex Optimization Methods for Risk Parity Portfolio Design
IEEE Transactions on Signal Processing, v. 63, (19), October 2015, article number 7145485, p. 5285-5300
Feng, Yiyong; P. Palomar, Daniel Article
Sparse Generalized Eigenvalue Problem Via Smooth Optimization
IEEE Transactions on Signal Processing, v. 63, (7), April 2015, article number 7017587, p. 1627-1642
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel Article
An Online Parallel Algorithm for Spectrum Sensing in Cognitive Radio Networks
2014 48th Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1801-1805
Yang, Yang; Zhang, Mengyi; Pesavento, Marius; P. Palomar, Daniel Conference paper
Linear Support Vector Machines with Normalizations
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1941-1945
Feng, Yiyong; P. Palomar, Daniel Conference paper
Optimization Methods for Sequence Design with Low Autocorrelation Sidelobes
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 3033-3037
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Conference paper
Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Distributions
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 5693-5697
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel Conference paper
Robust Low-Rank Optimization for Large Scale Problems
Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421155, p. 391-395
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper

2014 10

Convex Separable Problems With Linear Constraints in Signal Processing and Communications
IEEE Transactions on Signal Processing, v. 62, (22), November 2014, article number 6908027, p. 6045-6058
D'amico, Antonio A.; Sanguinetti, Luca; P. Palomar, Daniel Article
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems
IEEE Transactions on Signal Processing, v. 62, (3), February 2014, article number 6675875, p. 641-656
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi Article
Energy Efficient Collaborative Beamforming in Wireless Sensor Networks
IEEE Transactions on Signal Processing, v. 62, (2), January 2014, article number 6650017, p. 496-510
Haro, Benjamin Bejar; Zazo, Santiago; P. Palomar, Daniel Article
Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization With Real-Time Adjustments: A GNEP Approach
IEEE Transactions on Signal Processing, v. 62, (9), May 2014, article number 6747393, p. 2397-2412
Atzeni, Italo; Garcia ordonez, Luis; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R. Article
Randomized Algorithms for Optimal Solutions of Double-Sided QCQP With Applications in Signal Processing
IEEE Transactions on Signal Processing, v. 62, (5), March 2014, article number 6701323, p. 1093-1108
Huang, Yongwei; P. Palomar, Daniel Article
Real and Complex Monotone Communication Games
IEEE Transactions on Information Theory, v. 60, (7), 2014, article number 6799233, p. 4197-4231
Scutari, Gesualdo; Facchinei, Francisco; Pang, Jong-Shi; P. Palomar, Daniel Article
Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms
IEEE Transactions on Signal Processing, v. 62, (19), October 2014, article number 6879466, p. 5143-5156
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
A Fast Algorithm for Sparse Generalized Eigenvalue Problem
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2015-April, April 2015, article number 7094747, p. 1652-1656
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Conference paper
Convex Separable Problems With Linear and Box Constraints
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2014, article number 6854683, p. 5641-5645
D'amico, Antonio Alberto; Sanguinetti, Luca; P. Palomar, Daniel Conference paper
Regularized Robust Estimation of Mean and Covariance Matrix under Heavy Tails and Outliers
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 125-128
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper

2013 17

Demand-Side Management via Distributed Energy Generation and Storage Optimization
IEEE Transactions on Smart Grid, v. 4, (2), June 2013, p. 866-876
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Rodriguez fonollosa, Javier Article
Finite-Sample Linear Filter Optimization in Wireless Communications and Financial Systems
IEEE Transactions on Signal Processing, v.61, (20), October 2013, p. 5014-5025
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier Article
Improved Calibration of High-Dimensional Precision Matrices
IEEE Transactions on Signal Processing, v. 61, (6), December 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel Article
Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming
IEEE Transactions on Signal Processing, v.61, (5), November 2012
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong Article
Multi-portfolio Optimization: A Potential Game Approach
IEEE Transactions on Signal Processing, v.61, (22), November 2013, p. 5590-5602
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel Article
Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid
IEEE Transactions on Signal Processing, v. 61, (10), May 2013, p. 2454-2472
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R. Article
On MMSE Crossing Properties and Implications in Parallel Vector Gaussian Channels
IEEE Transactions on Information Theory, v.59, (2), February 2013, article number 6332518, p. 818-844
Bustin, Ronit; Payaro, Miquel; P. Palomar, Daniel; Shamai (shitz), Shlomo Article
Robust MIMO Cognitive Radio Systems Under Interference Temperature Constraints
IEEE Journal on Selected Areas in Communications, v. 31, (11), 2013, article number 6635261, p. 2465-2482
Yang, Yang; Scutari, Gesualdo; Song, Peiran; P. Palomar, Daniel Article
Robust MIMO Precoding for Several Classes of Channel Uncertainty
IEEE Transactions on Signal Processing, v. 61, (12), June 2013, p. 3056-3070
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel Article
Universal Binary Semidefinite Relaxation for ML Signal Detection
IEEE Transactions on Communications, v.61, (11), November 2013, p. 4565-4576
Fan, Xiaopeng; Song, Junxiao; P. Palomar, Daniel; Au, Oscar C L Article
Cooperative Day-ahead Bidding Strategies for Demand-side Expected Cost Minimization
2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 5224-5228
Atzeni, Italo; Ordó?ez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R. Conference paper
Decomposition by Partial Linearization in Multiuser Systems
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4424-4428
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi Conference paper
Parallel Stochastic Decomposition Algorithms for Multi-agent Systems
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2013, article number 6612036, p. 180-184
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Robust Adaptive Beamforming with Imprecise Steering Vector and Noise Covariance Matrix Due to Finite Sample Size
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638366, p. 3789-3790
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier Conference paper
Robust MIMO Cognitive Radio Systems under Temperature Interference Constraints
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4504-4508
Yang, Yang; Song, Peiran; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Robust MIMO Precoding for the Schatten Norm Based Channel Uncertainty Sets
GLOBECOM - IEEE Global Telecommunications Conference, 2013, article number 6831597, p. 3394-3399
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjoern; P. Palomar, Daniel Conference paper
Robust Order Execution under Box Uncertainty Sets
2013 Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 44-48
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco Conference paper

2012 11

Array Gain in the DMT Framework for MIMO Channels
IEEE Transactions on Information Theory, v. 58, (7), July 2012, p. 4577-4593
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier Article
Performance Analysis and Optimal Selection of Large Minimum Variance Portfolios Under Estimation Risk
IEEE Journal of Selected Topics in Signal Processing, v. 6, (4), August 2012, p. 337-350
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel Article
Majorization Theory with Applications in Signal Processing and Communication Systems
Mathematical Foundations for Signal Processing, Communications, and Networking / Edited by Erchin Serpedin, Thomas Chen, Dinesh Rajan. . Boca Raton, FL : CRC Press, 2012, p. 561-598, Ch. 16
Wang, Jiaheng; P. Palomar, Daniel Book chapter
Monotone Games for Cognitive Radio Systems
Distributed Decision Making and Control / Johansson R., Rantzer A. (eds). London : Springer, 2012, Book series: Lecture Notes in Control and Information Sciences, v. 417
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jong-Shi Book chapter
Calibration of high-dimensional precision matrices under quadratic loss
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 March 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel Conference paper
Day-ahead bidding strategies for demand-side expected cost minimization
IEEE International Conference on Smart Grid Communications, SmartGridComm, v. 2012, November 2012, article number 6485965, p. 91-96
Atzeni, Italo; Ordonez, Luis G.; Scutari, G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Lifetime maximization for beamforming applications in wireless sensor networks
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288511, p. 2849-2852
Bejar, Benjamin; Zazo, Santiago; P. Palomar, Daniel Conference paper
Lorentz-positive mapswith applications to robust MISO downlink beamforming
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288499, p. 2801-2804
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong Conference paper
Multi-portfolio optimization: A potential game approach
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, v. 75, 2012, p. 182-189
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Optimal Order Execution for Algorithmic Trading: A CVaR Approach
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2012, June 2012, article number 6292954, p. 480-484
Feng, Yiyong; Rubio, Francisco; P. Palomar, Daniel Conference paper
Robust maximin MIMO precoding for arbitrary convex uncertainty sets
Proceddings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, article number 6288557, p. 3045-3048
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel Conference paper

2011 9

Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection
IEEE transactions on signal processing, v. 59, (1), January 2011, p. 172-185
De maio, Antonio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso Article
Generalized Likelihood Ratios for Testing the Properness of Quaternion Gaussian Vectors
IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1356-1370
Via, Javier; P. Palomar, Daniel; Vielva, Luis Article
Quaternion ICA From Second-Order Statistics
IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1586-1600
Via, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaria, Ignacio Article
Robust MIMO Cognitive Radio Via Game Theory
IEEE transactions on signal processing, v. 59, (3), March 2011, p. 1183-1201
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel Article
Asymptotic analysis and consistent estimation of high-dimensional Markowitz portfolios
2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP, Puerto Rico : IEEE, 2011, p. 25-28, Article number 6135998
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel Conference paper
Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach
International Conference on NETwork Games, Control and Optimization, NetGCooP 2011, France : IEEE, 2011, Article number 6103878
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jongshi Conference paper
DMA tradeoff for the MIMO static half-duplex relay
2011 IEEE 12th International Workshop on Signal Processing Advances in Wireless Communications, San Francisco, CA, USA, 26-29 June 2011
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Fundamental diversity, multiplexing, and array gain tradeoff under different MIMO channel models
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, May 2011, article number 5946715, p. 3252-3255
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Maximum likelihood ICA of quaternion Gaussian vectors
International Conference on Acoustics Speech and Signal Processing ICASSP, v. 2012, May 2011, article number 5947294, p. 4260-4263
Vía, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaría, I. Conference paper

2010 14

Code Design for Radar STAP via Optimization Theory
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 679-694
De maio, Antonio; De nicola, Silvio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso Article
Convex optimization, game theory, and variational inequality theory
IEEE Signal Processing Magazine, v. 27, (3), May 2010, p. 35-49
Scutari, G.; P. Palomar, Daniel; Facchinei, F.; Pang, J.S. Article
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
IEEE transactions on signal processing, v. 58, (6), June 2010, article number 5411806, p. 3251-3271
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco Article
MIMO Cognitive Radio: A Game Theoretical Approach
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 761-780
Scutari, Gesualdo; P. Palomar, Daniel Article
On the computation of the capacity region of the discrete MAC
IEEE Transactions on Communications, v. 58, (12), December 2010, p. 3512-3525
Calvo, Eduard; P. Palomar, Daniel; Fonollosa, Javier Rodriguez; Vidal, Josep Article
Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 664-678
Huang, Yongwei; P. Palomar, Daniel Article
Robust MMSE precoding in MIMO channels with pre-fixed receivers
IEEE transactions on signal processing, v. 58, (11), July 2010, p. 5802-5818
Wang, Jiaheng; P. Palomar, Danel Article
Competitive optimization of cognitive radio MIMO systems via game theory
Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009, p. 387-442, Ch. 11
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Book chapter
A dual perspective on separable semidefinite programming with applications to optimal beamforming
IEEE International Conference on Acoustics, Speech and Signal Processing, v. 2010, March 2010, article number 5496110, p. 3062-3065
Huang, Yongwei; P. Palomar, Daniel Conference paper
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, March 2010, article number 5496127, p. 2994-2997
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco Conference paper
Independent component analysis of quaternion Gaussian vectors
IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM, v. 2010, October 2010, article number 5606718, p. 145-148
Via, Javier; Vielva, Luis; Santamaria, Ignacio; P. Palomar, Daniel Conference paper
On MMSE properties and I-MMSE implications in parallel MIMO Gaussian channels
2010 IEEE International Symposium on Information Theory, Austin, TX, USA, 13-18 June 2010
Bustin, R.; Payaró, M.; P. Palomar, Daniel; Shamai, S. Conference paper
On the diversity, multiplexing, and array gain tradeoff in MIMO channels
IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513472, p. 2183-2187
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Robust cognitive radio via game theory
IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513386, p. 2073-2077
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel Conference paper

2009 14

Energy-robustness tradeoff in cellular network power control
IEEE/ACM Transactions on Networking, v. 17, (3), June 2009, p. 912-925
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Article
Flexible Design of Cognitive Radio Wireless Systems
IEEE Signal Processing Magazine, v. 26, (5), September 2009, p. 107-203
Scutari, Gesualdo; P. Palomar, Daniel; Pang, Jong-Shi; Facchinei, Francisco Article
Hessian and concavity of mutual information, differential entropy, and entropy power in linear vector gaussian channels
IEEE Transactions on Information Theory, v. 55, (8), August 2009, p. 3613-3628
Payaro, Miquel; P. Palomar, Daniel Article
Joint bit allocation and precoding for MIMO systems with decision feedback detection
IEEE Transactions on Signal Processing, v. 57, (11), November 2009, p. 4509-4521
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn Article
Minimum BER linear MIMO transceivers with adaptive number of substreams
IEEE Transactions on Signal Processing, v. 57, (6), June 2009, p. 2336-2353
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Rodriguez fonollosa, Javier Article
Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems
IEEE Transactions on Signal Processing, v. 57, (2), February 2009, p. 672-689
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier Article
The MIMO Iterative Waterfilling Algorithm
IEEE transactions on signal processing, v. 57, (5), May 2009, p. 1917-1935
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Worst-case robust MIMO transmission with imperfect channel knowledge
IEEE Transactions on Signal Processing, v. 57, (8), August 2009, p. 3086-3100
Wang, Jiaheng; P. Palomar, Daniel Article
Convex Optimization in Signal Processing and Communications
Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009.
P. Palomar, Daniel; Eldar, Yonina Book
Competitive Optimization of Cognitive Radio MIMO Systems via Game Theory
International Conference on Game Theory for Networks, GameNets, v. 2009, May 2009, article number 5137432, p. 452-461
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Conference paper
Maximin robust design for MIMO communication systems against imperfect CSIT
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2009, April 2009, article number 4960104, p. 2397-2400
Wang, Jiaheng; P. Palomar, Daniel Conference paper
On optimal precoding in linear vector gaussian channels with arbitrary input distribution
IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206040, p. 1085-1089
Payaró, M.; P. Palomar, Daniel Conference paper
Optimal bit loading for MIMO systems with decision feedback detection
IEEE Vehicular Technology Conference, v. 2009, April 2009, article number 5073744
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn Conference paper
Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design
IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206038, p. 2432-2436
Huang, Yongwei; P. Palomar, Daniel Conference paper

2008 17

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels
IEEE Transactions on Information Theory, v. 54, (7), July 2008, p. 2868-2878
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Cognitive MIMO Radio: Competitive Optimality Design Based on Subspace Projections
IEEE Signal Processing Magazine, v. 25, (6), November 2008, p. 46-59
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Competitive design of multiuser MIMO systems based on game theory: A unified view
IEEE journal on selected areas in communications, v. 26, (7), August 2008, p. 1089-1103
Scutari, Gesualdo; P. Palomar, Daniel P.; Barbarossa, Sergio Article
Game theory in communication systems
IEEE Journal on Selected Areas in Communications, v. 26, (7), September 2008, article number 4604730, p. 1042-1046
Huang, Jianwei; P. Palomar, Daniel; Mandayam, Narayan B.; Wicker, Stephen B.; Walrand, Jean; Basar, Tamer Article
Lautum information
IEEE Transactions on Information Theory, v. 54, (3), March 2008, p. 964-975
P. Palomar, Daniel; Verdu, Sergio Article
Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I: Nash equilibria
IEEE transactions on signal processing, v. 56, (3), March 2008, p. 1230-1249
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Optimal linear precoding strategies for wideband non-cooperative systems based on game theory - Part II: Algorithms
IEEE Transactions on Signal Processing, v. 56, (3), March 2008, p. 1250-1267
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Statistically robust design of linear MIMO transceivers
IEEE transactions on signal processing, v. 56, August 2008, p. 3678-3689
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern Article
A multivariate generalization of Costa's entropy power inequality
International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 595155, p. 1088-1092
Payaró, Miquel; P. Palomar, Daniel Conference paper
Competitive Design of Multiuser MIMO Interference Systems Based on Game Theory: A Unified Framework
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2008, March 2008, article number 4518875, p. 5376-5379
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Conference paper
Image deblocking using convex optimization
International Conference on Image Processing, ICIP, v. 2008, October 2008, article number 4712463, p. 3148-3135
Guo, Liwei; Au, Chi Lim; Ma, Mengyao; Fan, Xiaopeng; Wong, Peter H.W.; P. Palomar, Daniel Conference paper
MIMO cognitive radio: A game theoretical approach
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2008, July 2008, article number 4641643, p. 426-430
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Objective assessment of audio quality
IET Conference Publications, v. 539 CP, v. 2008, p. 37-42
P. Palomar, Daniel; Skehill, R.; Rice, I.; Picovici, D.; Mcgrath, S. Conference paper
Ordered Eigenvalues of a General Class of Hermitian Random Matrices and Performance Analysis of MIMO Systems
IEEE International Conference on Communications, ICC, v. 2008, May 2008, article number 4533758, p. 3846-3852
Garcia-ordonez, Luis; P. Palomar, Daniel; Fonollosa, Javier R. Conference paper
Patterned complex-valued matrix derivatives
IEEE Sensor Array and Multichannel Signal Processing Workshop, v. 2008, July 2008, article number 4606875, p. 293-297
Hj?rungnes, A.; P. Palomar, Daniel Conference paper
Practical implementation of jointly designed transmit-receive space-time IIR filters
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, IEEE. New York : IEEE, 2001, p. 521-524
P. Palomar, Daniel; Lagunas, Miguel Angel; Pascual, Antonio; Neira, Ana Pérez Conference paper
The computation of the capacity region of the discrete degraded BC is a nonconvex DC problem
IEEE International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 4595282, p. 1721-1725
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J. Conference paper

2007 15

Alternative distributed algorithms for network utility maximization: Framework and applications
IEEE Transactions on Automatic Control, v. 52, (12), December 2007, p. 2254-2269
P. Palomar, Daniel; Chiang, Mung Article
High-SNR analytical performance of spatial multiplexing MIMO systems with CSI
IEEE Transactions on Signal Processing, v. 55, (11), November 2007, p. 5447-5463
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Fonollosa, Javier Rodriguez Article
Power control by geometric programming
IEEE Transactions on Wireless Communications, v. 6, (7), July 2007, p. 2640-2651
Chiang, Mung; Tan, Chee Wei; P. Palomar, Daniel; O'neill, Daniel; Julian, David Article
Representation of mutual information via input estimates
IEEE Transactions on Information Theory, v. 53, (2), February 2007, p. 453-470
P. Palomar, Daniel; Verdu, Sergio Article
Adaptive orthogonal beamforming for the MIMO broadcast channel
2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP 2007, v. 2007, December 2007, article number 4497969, p. 77-80
Duplicy, J.; P. Palomar, Daniel; Vandendorpe, L. Conference paper
Asynchronous iterative waterfilling for Gaussian frequency-selective interference channels: A unified framework
Information Theory and Applications Workshop, ITA, v. 2007, February 2007, article number 4357602, p. 349-358
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Decision feedback based transceiver optimization for MIMO intersymbol interference channels
Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487171, p. 88-92
Jiang, Yi; Varanasi, Mahesh K.; P. Palomar, Daniel Conference paper
Distributed totally asynchronous iterative waterfilling for wddeband interference channel with time/frequency offset
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2007, April 2007, article number 4218353, p. IV1325-IV1328
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Exploiting hidden convexity for flexible and robust resource allocation in cellular networks
IEEE International Conference on Computer Communications, INFCOM, v. 2007, May 2007, article number 4215699, p. 964-972
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Conference paper
On equal constellation minimum BER linear MIMO transceivers
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217686, p. 221-224
Ordó?ez, L.G.; P. Palomar, Daniel; Pagès-Zamora, Alba; Fonollosa, Javier R. Conference paper
Optimal decentralized linear precoding for wideband non-cooperative interference systems based on game theory
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP, v. 2007, December 2007, article number 4497971, p. 85-88
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Precoder optimization for Nonlinear MIMO transceiver based on arbitrary cost function
Annual Conference on Information Sciences and Systems, CISS, v. 1-2, 2007, article number 4298284, p. 119-124
Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh K. Conference paper
Robust MAC MIMO transceiver design with partial CSIT and CSIR
Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487222, p. 324-328
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern Conference paper
The computation of the capacity region of the discrete MAC is a rank-one non-convex optimization problem
IEEE International Symposium on Information Theory, ISIT, v. 2007, June 2007, article number 4557578, p. 2396-2400
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J. Conference paper
Unified theory of complex-valued matrix differentiation
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217717, p. 345-348
Hj?rungnes, Are; Gesbert, David; P. Palomar, Daniel Conference paper

2006 11

A robust maximin approach for MIMO communications with imperfect channel state information based on convex optimization
IEEE Transactions on Signal Processing, v. 54, (1), January 2006, p. 346-360
Pascual-iserte, A.; P. Palomar, Daniel; Pérez-neira, Ana I.; Lagunas, Miguel A. Article
A tutorial on decomposition methods for network utility maximization
IEEE Journal on Selected Areas in Communications, v. 24, (8), August 2006, p. 1439-1451
P. Palomar, Daniel; Chiang, M. Article
Gradient of mutual information in linear vector Gaussian channels
IEEE Transactions on Information Theory, v. 52, (1), January 2006, p. 141-154
P. Palomar, Daniel; Verdú, S. Article
MIMO Transceiver Design via Majorization Theory
MIMO Transceiver Design via Majorization Theory / Daniel P. Palomar, Yi Jiang. Now Foundations and Trends, 2007. Book series: Foundations and Trends in Communications and Information Theory, v.3, no.4-5
P. Palomar, Daniel; Jiang, Yi Book
Alternative decompositions for distributed maximization of network utility: Framework and applications
EEE International Conference on Computer Communications, INF0COM, v. 2006, April 2006, article number 4146910, p. 2036-2048
P. Palomar, Daniel; Chiang, M. Conference paper
Asynchronous iterative water-filling for Gaussian frequency-selective interference channels: A unified framework
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2006, July 2006, article number 4153949, p. 532-536
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Distributed optimization of coupled systems with applications to network utility maximization
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 5, May 2006, article number 1661442, p. V981-V984
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Conference paper
Lautum information
IEEE Information Theory Workshop, ITW, v. 2006, March 2006, article number 1633769, p. 1-5
P. Palomar, Daniel; Verdú, S. Conference paper
Potential games: A framework for vector power control problems with coupled constraints
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2006, May 2006, article number 1660950, p. IV241-IV244
Scutari, G.; Barbarossa, S.; P. Palomar, Daniel Conference paper
Robust design of linear MIMO transceivers under channel uncertainty
2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 4, May 2006, article number 1660909, p. IV77-IV80
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bj?rn E. Conference paper
Simultaneous iterative water-filling for Gaussian frequency-selective interference channels
IEEE International Symposium on Information Theory, ISIT, v. 2006, July 2006, article number 4036033, p. 600-604
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper

2005 11

Convex primal decomposition for multicarrier linear MIMO transceivers
IEEE Transactions on Signal Processing, v. 53, (12), December 2005, p. 4664-4674
P. Palomar, Daniel Article
Designing MIMO communication systems: Constellation choice and linear transceiver design
IEEE Transactions on Signal Processing, v. 53, (10), October 2005, p. 3804-3818
P. Palomar, Daniel; Barbarossa, S. Article
Minimum BER Linear Transceivers for MIMO Channels via Primal Decomposition
IEEE Transactions on Signal Processing, v. 53, (8), August 2005, p. 2866-2882
P. Palomar, Daniel; Bengtsson, Mats; Ottersten, Bj?rn Article
Practical algorithms for a family of waterfilling Solutions
IEEE Transactions on Signal Processing, v. 53, (2), February 2005, p. 686-695
P. Palomar, Daniel; Fonollosa, J.R. Article
Convex Optimization Theory Applied to Joint Transmitter-Receiver Design in MIMO Channels
Space‐Time Processing for MIMO Communications / Edited by A. B. Gershman and N. Sidiropoulos. West Sussex : John Wily & Sons, Ltd., 2005, p. 269-317, Ch. 8
P. Palomar, Daniel; Pascual-iserte, A.; Cioffi, John M.; Lagunas, Miguel A. Book chapter
Unified design of linear transceivers for MIMO channels
Smart Antennas Stateof-the-Art / Edited by T. Kaiser, A. Bourdoux, H. Boche, J. R. Fonollosa, J. B. Andersen, and W. Utschick. New York : Hindawi Publishing Corporation, 2005, p. 349-374, Ch. 18. Eurasip Book Series on Signal Processing and Communications, v. 3
P. Palomar, Daniel Book chapter
Alternative decompositions and distributed algorithms for network utility maximization
GLOBECOM'05: IEEE Global Telecommunications Conference, v. 5, November 2005, article number 1578224, p. 2563-2568
P. Palomar, Daniel; Chiang, M. Conference paper
Analytical BER performance in spatial multiplexing MIMO systems
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2005, June 2005, article number 1506067, p. 460-464
García-ordó?ez, L.; P. Palomar, Daniel; Pagès-zamora, A.; Fonollosa, J.R. Conference paper
Estimation-Theoretic Representation of Mutual Information
43rd Annual Allerton Conference on Communication, Control and Computing 2005, v. 4, September 2005, p. 2013-2022
P. Palomar, Daniel; Verdú, Sergio Conference paper
Robust design of linear MIMO transceiver for low SNR
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2005, October 2005, article number 1599776, p. 398-402
Zhang, Xi; P. Palomar, Daniel; Ottersten, B. Conference paper
Solving nonconvex power control problems in wireless networks: low SIR regime and distributed algorithms
GLOBECOM - IEEE Global Telecommunications Conference, v. 2005, November 2005, article number 1578413, p. 3445-3450
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Conference paper

2004 3

Optimum linear joint transmit-receive processing for MIMO channels with QoS constraints
IEEE Transactions on Signal Processing, v. 52, (5), May 2004, p. 1179-1197
P. Palomar, Daniel; Lagunas, M.A.; Cioffi, J.M. Article
Unified framework for linear MIMO transceivers with shaping constraints
IEEE Communications Letters, v. 8, (12), December 2004, p. 697-699
P. Palomar, Daniel Article
Decode-and-Forward Protocol for Cooperative Diversity in Multi-Antenna Wireless Networks
CISS 2004: 38th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 2004
P. Palomar, Daniel; Agustín, Adrian; Mu?oz, Olga; Vidal, Josep Conference paper

2003 6

Joint transmit-receive space-time equalization in spatially correlated MIMO channels: A beamforming approach
IEEE Journal on Selected Areas in Communications, v. 21, (5), June 2003, p. 730-743
P. Palomar, Daniel; Lagunas, M.A. Article
Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization
IEEE Transactions on Signal Processing, v. 51, (9), September 2003, p. 2381-2401
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A. Article
Uniform power allocation in MIMO channels: A game-theoretic approach
IEEE Transactions on Information Theory, v. 49, (7), July 2003, p. 1707-1727
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A. Article
Convex optimization theory applied to joint beamforming design in multicarrier MIMO channels
International Conference on Communications, ICC, v. 2003, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.; Iserte, A.P. Conference paper
Real-Time Scheduling for Wireless Multiuser MISO Systems under different Fairness Criteria
7th International Symposium on Signal Processing and Its Applications, ISSPA 2003, v. 1, July 2003, article number 1224678, p. 213-216
Bartolomé, Diego; P. Palomar, Daniel; Pérez-neira, Ana I. Conference paper
Uniform power allocation in MIMO channels: A game-theoretic approach
International Conference on Communications, ICC 2003, v. 4, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A. Conference paper

2002 2

Optimum joint transmit-receive linear processing for vectored DSL transmission with QoS requirements
Conference Record of the Asilomar Conference on Signals, Systems and Computers, v. 1, November 2002, p. 388-392
P. Palomar, Daniel; Lagunas, Miguel Angel; Cioffi, John M. Conference paper
Power Allocation Techniques for Joint Beamforming in OFDM-MIMO Channels
European Signal Processing Conference, v. 2002-March, March 2002, article number 7072041
Iserte, Antonio Pascual; Pérez-neira, Ana I.; P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper

2001 4

Temporal diversity on DS-CDMA communication systems for blind array signal processing
Signal Processing, v. 81, (8), August 2001, p. 1625-1640
P. Palomar, Daniel; Lagunas, Miguel Angel Article
Capacity of spatially flattened frequency-selective MIMO channels using linear processing techniques in transmission
35th IEEE Annual Conference on Information Sciences and Systems (CISS 2001), The John Hopkins University, Baltimore, MD, 21-23 March 2001
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper
Capacity results of spatially correlated frequency-selective MIMO channels in UMTS
IEEE Vehicular Technology Conference, v. 2, (54ND), October 2001, p. 553-557
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel Conference paper
Information-theoretic results for realistic UMTS MIMO channels
IST Mobile Communications Summit 2001, Barcelona, Spain, 1-4 October 2001
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel Conference paper

2000 6

Self-reference Spatial Diversity Processing for Spread Spectrum Communications
AEü International Journal of Electronics and Communications, v. 54, (5), November 2000, p. 267-276
P. Palomar, Daniel; Nájar, Montse; Lagunas, Miguel Angel Article
Diversidad espacio/tiempo en transmisión-recepción para comunicaciones móviles
XV Simposium Nacional de la Union Cientifica International de Radio, URSI 2000, Zaragoza, Spain, 13-15 September 2000
Lagunas, Miguel Angel; P. Palomar, Daniel; Pérez neira, Ana I. Conference paper
MMSE joint detection in frequency-selective wireless communication channels for DS-CDMA systems
EEE International Symposium on Spread Spectrum Techniques and Applications,, v. 2, 2000, p. 530-534
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel A. Conference paper
Optimum self-reference spatial diversity processing for FDSS and FH communication systems
10th European Signal Processing Conference, EUSIPCO 2000, Tampere; Finland, 4-8 September 2000
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper
Self-reference beamforming for DS-CDMA communication systems
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 5, 2000, article number 861166, p. 3001-3004
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper
Self-reference Spatial Diversity Processing for Spread Spectrum Communications
International Symposium on Image/Video Communications over Fixed and Mobile Networks (ISIVC 2000), Rabat, Morocco, 17-20 April 2000
P. Palomar, Daniel; Lagunas, Miguel Angel; Nájar, Montse Conference paper

1999 2

Re-optimization of LPC filters for multi-pulse coded excitation
Electronics Letters, v. 35, (13), June 1999, p. 1058-1059
P. Palomar, Daniel; Price, M.; Sandler, M. Article
Blind beamforming for DS-CDMA systems
The Fifth Bayona Workshop on Emerging Technologies in Telecommunications, Bayona, Spain, 6-8 September 1999
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper


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Article 3

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA
IEEE Transactions on Signal Processing, v. 69, February 2021, article number 9354027, p. 1507-1520
Breloy, Arnaud; Kumar, Sandeep; Sun, Ying; P. Palomar, Daniel
Shrinking the Eigenvalues of M-Estimators of Covariance Matrix
IEEE Transactions on Signal Processing, v. 69, 2021, article number 9292452, p. 256-269
Ollila, Esa; P. Palomar, Daniel; Pascal, Frédéric
Solving High-Order Portfolios via Successive Convex Approximation Algorithms
IEEE Transactions on Signal Processing, v. 69, January 2021, article number 9321753, p. 892-904
Zhou, Rui; P. Palomar, Daniel

Conference paper 2

Minimax Estimation of Laplacian Constrained Precision Matrices
Proceedings of Machine Learning Research, v. 130, 2021, p. 3736-3744
Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel
Parameter Estimation for Student’s t VAR Model with Missing Data
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2021-June, June 2021, p. 5145-5149
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; Perez palomar, Daniel


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Article 4

A Unified Framework for Structured Graph Learning via Spectral Constraints
Journal of Machine Learning Research, v. 21, January 2020, article number 22
Kumar, Sandeep; Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel
General sparse risk parity portfolio design via successive convex optimization
Signal Processing, v.170, May 2020, article number 107433
Wu, Linlong; Feng, Yiyong; P. Palomar, Daniel
Student's t VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling
IEEE Transactions on Signal Processing, v. 68, October 2020, p. 6198-6211
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Understanding the Quintile Portfolio
IEEE Transactions on Signal Processing, v. 68, 2020, article number 9132714, p. 4030-4040
Zhou, Rui; P. Palomar, Daniel

Book chapter 1

Radar Waveform Design via the Majorization-Minimization Framework
Radar Waveform Design Based on Optimization Theory / Edited by Guolong Cui, Antonio De Maio, Alfonso Farina, Jian L. Raleigh, NC : Scitech Publishing, 2020, p. 185-220, Ch. 7
Wu, Linlong; P. Palomar, Daniel

Conference paper 5

A Theoretical Basis for Practitioners Heuristic 1/N and Long-Only Quintile Portfolio
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053772, p. 8434-8438
Zhou, Rui; P. Palomar, Daniel
Learning Undirected Graphs in Financial Markets
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2020-November, November 2020, article number 9443573, p. 741-745
De Miranda Cardoso, Jose Vinicius; Perez Palomar, Daniel
M-estimators of scatter with eigenvalue shrinkage
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9054555, p. 5305-5309
Ollila, Esa; P. Palomar, Daniel; Pascal, Frederic
Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model
Advances in Neural Information Processing Systems, v. 2020-December, 2020
Ying, Jiaxi; De miranda cardoso, Jose Vinicius; P. Palomar, Daniel
Robust Factor Analysis Parameter Estimation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12014 LNCS, 2020, p. 3-11
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel


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Article 7

Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance
IEEE Transactions on Signal Processing, v. 67, (7), April 2019, p. 1681-1695
Zhao, Ziping; Zhou, Rui; P. Palomar, Daniel
Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM
IEEE Transactions on Signal Processing, v. 67, (16), August 2019, p. 4231-4244
Zhao, Licheng; Wang, Yiwei; Kumar, Sandeep; P. Palomar, Daniel
Optimization of MIMO Device-to-Device Networks via Matrix Fractional Programming: A Minorization–Maximization Approach
IEEE/ACM Transactions on Networking, v. 27, (5), October 2019, article number 3370590, p. 2164-2177
Shen, Kaiming; Yu, Wei; Zhao, Licheng; P. Palomar, Daniel
Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM
IEEE Transactions on Signal Processing, v. 67, (8), April 2019, article number 8648152, p. 2159-2172
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Regularized robust estimation of mean and covariance matrix for incomplete data
Signal Processing, v. 165, December 2019, p. 278-291
Liu, Junyan; P. Palomar, Daniel
Sequence Design for Spectral Shaping via Minimization of Regularized Spectral Level Ratio
IEEE Transactions on Signal Processing, v. 67, (18), September 2019, p. 4683-4695
Wu, Linlong; P. Palomar, Daniel
Spectral-based methods for pipeline leakage localization
Journal of Hydraulic Engineering, v. 145, (3), March 2019, article number 04018089
Wang, Xun; P. Palomar, Daniel; Zhao, Licheng; Ghidaoui, Mohamed Salah Ben Habib; Murch, Ross David

Conference paper 8

Accelerating the Multivariate SKEW T Parameter Estimation
2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings, December 2019, article number 9022437, p. 251-255
Zhou, Rui; P. Palomar, Daniel
Bipartite Structured Gaussian Graphical Modeling via Adjacency Spectral Priors
Conference Record of The Fifty-Third Asilomar Conference on Signals, Systems & Computers, November 3-6, 2019, Pacific Grove, California / Edited by Michael B. Matthews, Northrop Grumman Innovation Systems. Piscataway, NJ : IEEE, 2019, p. 323-326
Kumar, Sandeep; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; Perez palomar, Daniel
Distributed optimization for Generalized Phase Retrieval over Networks
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2018-October, February 2019, article number 8645496, p. 48-52
Zhao, Ziping; Luy, Songtao; Hongy, Mingyi; P. Palomar, Daniel
Large-scale regularized portfolio selection via convex optimization
GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings, November 2019, article number 8969214
Zhao, Ziping; P. Palomar, Daniel
Parameter Estimation of Heavy-Tailed AR(p) Model from Incomplete Data
European Signal Processing Conference, v. 2019, 2019
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Robust Factor Analysis Parameters Estimation
17th International Conference on Computer Aided Systems Theory, Eurocast 2019, Las Palmas de Gran Canaria, Spain, 17-22 February 2019
Zhou, Rui; Liu, Junyan; P. Palomar, Daniel; Kumar, Sandeep
Structured Graph Learning via Laplacian Spectral Constraints
Advances in Neural Information Processing Systems, v. 32, 2019
Kumar, Sandeep Anil; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; Perez palomar, Daniel
Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019, May 2019, article number 8683304, p. 4150-4154
Zhou, Rui; Zhao, Ziping; P. Palomar, Daniel


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Article 6

A Markowitz Portfolio Approach to Options Trading
IEEE Transactions on Signal Processing, v. 66, (16), August 2018, p. 4223-4238
Zhao, Licheng; P. Palomar, Daniel
Mean-Reverting Portfolio With Budget Constraint
IEEE Transactions on Signal Processing, v. 66, (9), 1 May 2018
Zhao, Ziping; P. Palomar, Daniel
MISO Channel Estimation and Tracking from Received Signal Strength Feedback
IEEE Transactions on Signal Processing, v. 66, (7), April 2018, p. 1691-1704
Qiu, Tianyu; Fu, Xiao; Sidiropoulos, Nicholas D.; P. Palomar, Daniel
Optimization Methods for Financial Index Tracking: From Theory to Practice
Foundations and Trends? in Optimization, v. 3, (3), June 2018, p. 171-279
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel
Sparse Portfolios for High-Dimensional Financial Index Tracking
IEEE Transactions on Signal Processing, v. 66, (1), January 2018, article number 8064704, p. 155-170
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel
Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints
IEEE Transactions on Signal Processing, v. 66, (6), March 2018, article number 8239836, p. 1526-1540
Wu, Linlong; Babu, Prabhu; P. Palomar, Daniel

Book 1

Optimization Methods for Financial Index Tracking: From Theory to Practice
Optimization Methods for Financial Index Tracking: From Theory to Practice / by Konstantinos Benidis, Yiyong Feng, Daniel P. Palomar. Now Publishers, 2018.
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel

Conference paper 5

Decision Feedback Based Transceiver Optimization for MIMO Inter-Symbol Interference Channels
The 23rd International Symposium on Mathematical Theory of Networks and Systems, MTNS 2018, Hong Kong, 16-20 July 2018
Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh
MIMO Transmit Beampattern Matching Under Waveform Constraint
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8462047, p. 3281-3285
Zhao, Ziping; P. Palomar, Daniel
Optimal Portfolio Design for Statistical Arbitrage in Finance
2018 IEEE Statistical Signal Processing Workshop, SSP 2018, 29 August 2018, article number 8450775, p. 747-751
Zhao, Ziping; Zhou, Rui; Wang, zhongju; P. Palomar, Daniel
Parameter Estimation of Heavy-tailed Random Walk Model from Incomplete Data
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8462385, p. 4439-4443
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Sparse Reduced Rank Regression With Nonconvex Regularization
2018 IEEE Statistical Signal Processing Workshop, SSP 2018, August 2018, article number 8450724, p. 618-622
Zhao, Ziping; P. Palomar, Daniel


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Article 9

A Unified Framework for Low Autocorrelation Sequence Design via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 65, (2), January 2017, article number 7605511, p. 438-453
Zhao, Licheng; Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Cognitive Radar-Based Sequence Design via SINR Maximization
IEEE Transactions on Signal Processing, v. 65, (3), February 2017, article number 7707372, p. 779-793
Wu, Linlong; Babu, Prabhu Sing; P. Palomar, Daniel
Effective Low-Complexity Optimization Methods for Joint Phase Noise and Channel Estimation in OFDM
IEEE Transactions on Signal Processing, v. 65, (12), June 2017, article number 7893737, p. 3247-3260
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel
Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks
IEEE Journal of Selected Topics in Signal Processing, v. 11, (3), April 2017, p. 447-449
Zoubir, Abdelhak M.; Plata-Chaves, Jorge; P. Palomar, Daniel; Ribeiro, Alejandro; Scaglione, Anna
Joint Optimization of Power and Data Transfer in Multiuser MIMO Systems
IEEE Transactions on Signal Processing, v. 65, (1), January 2017, article number 7581107, p. 212-227
Rubio, Javier; Pascual-Iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea
Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
IEEE Transactions on Signal Processing, v. 65, (3), February 2017, article number 7547360, p. 794-816
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Maximin Joint Optimization of Transmitting Code and Receiving Filter in Radar and Communications
IEEE Transactions on Signal Processing, v. 65, (4), February 2017, article number 7736116, p. 850-863
Zhao, Licheng; P. Palomar, Daniel
Successive Boolean Optimization of Planar Pixel Antennas
IEEE Transactions on Antennas and Propagation, v. 65, (2), February 2017, article number 7762757, p. 920-925
Shen, Shanpu; Sun, Ying; Song, Sichao; P. Palomar, Daniel; Murch, Ross David
Undersampled Sparse Phase Retrieval via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 65, (22), November 2017, p. 5957-5969
Qiu, Tianyu; P. Palomar, Daniel

Conference paper 7

A Fast Algorithm for Joint Design of Transmit Waveforms and Receive Filters
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2017-July, December 2017, article number 8227807, p. 1-5
Wu, Linlong; Babu, Prabhu; P. Palomar, Daniel
A Low-Complexity Algorithm for OFDM Phase Noise Estimation
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2017-July, December 2017, article number 8227809, p. 1-5
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel
Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks
Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869154, p. 788-794
Sun, Ying; Scutari, Gesualdo; P. Palomar, Daniel
Mean-Reverting Portfolio Design via Majorization-Minimization Method
Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869634, p. 1530-1534
Zhao, Ziping; P. Palomar, Daniel
Robust Estimation of Mean and Covariance Matrix for Incomplete Data in Financial Applications
2017 IEEE Global Conference On Signal And Information Processing, 2017, p. 908-912
Liu, Junyan; P. Palomar, Daniel
Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model
2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017, v. 2018-January, March 2018, p. 913-917
Zhao, Ziping; P. Palomar, Daniel
Robust Rank Constrained Kronecker Covariance Matrix Estimation
Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869159, p. 810-814
Breloy, Arnaud; Sun, Ying; Babu, Prabhu; Ginolhac, Giullaume; P. Palomar, Daniel


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Article 11

A Parallel Decomposition Method for Nonconvex Stochastic Multi-Agent Optimization Problems
IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7412752, p. 2949-2964
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel; Pesavento, Marius
A Signal Processing Perspective on Financial Engineering
Foundations and Trends in Signal Processing, v. 9, (1-2), 2016, p. 1-235
Feng, Yiyong; P. Palomar, Daniel
An Online Parallel Algorithm for Recursive Estimation of Sparse Signals
IEEE Transactions on Signal and Information Processing over Networks, v. 2, (3), September 2016, p. 290-305
Yang, Yang; Pesavento, Marius; Zhang, Mengyi; P. Palomar, Daniel
Design of PAR-Constrained Sequences for MIMO Channel Estimation via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (23), 2016, article number 7563375, p. 6132-6144
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel
Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers
IEEE Transactions on Signal Processing, v. 64, (18), September 2016, article number 7478144, p. 4767-4780
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading
IEEE Journal of Selected Topics in Signal Processing, v. 10, (6), September 2016, article number 7542611, p. 979-981
Akansu, Ali N.; Malioutov, Dmitry; P. Palomar, Daniel; Jay, Emmanuelle; Mandic, Danilo P.
Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems
IEEE Transactions on Signal Processing, v. 64, (8), April 2016, article number 7366611, p. 1986-1998
Sun, Ying; Breloy, Arnaud; Babu, Prabhu; P. Palomar, Daniel; Pascal, Frederic; Ginolhac, Guillaume
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation
IEEE Transactions on Signal Processing, v. 64, (23), December 2016, article number 7558183, p. 6211-6226
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Elliptical Distributions
IEEE Transactions on Signal Processing, v. 64, (14), July 2016, article number 7439863, p. 3576-3590
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel
Sequence Set Design With Good Correlation Properties Via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7420715, p. 2866-2879
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Sum-Rate Maximization for Energy Harvesting Nodes With a Generalized Power Consumption Model
IEEE Transactions on Wireless Communications, v. 15, (8), August 2016, article number 7457323, p. 5341-5354
Gregori, Maria; Payaró, Miquel; P. Palomar, Daniel

Book 1

A Signal Processing Perspective on Financial Engineering
A Signal Processing Perspective on Financial Engineering / by Yiyong Feng and Daniel P. Palomar. Boston: Now Foundations and Trends, 2016.
Feng, yiyong; P. Palomar, Daniel

Conference paper 9

A Robust Signal Subspace Estimator
IEEE Workshop on Statistical Signal Processing Proceedings, v. 2016-August, August 2016, article number 7551737
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; Ginolhac, Guillaume; P. Palomar, Daniel; Pascal, Frederic P.
Block Majorization-Minimization Algorithms for Low-Rank Clutter Subspace Estimation
European Signal Processing Conference, November 2016, article number 7760636, p. 2186-2190
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Optimal Design of Constant-Modulus Channel Training Sequences
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472408, p. 3901-3905
Wang, Zhongju; Babu, Prabhu Sing; P. Palomar, Daniel
Orthogonal Sparse Eigenvectors: A Procrustes Problem
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472565, p. 4683-4686
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu; P. Palomar, Daniel
Portfolio Optimization With Asset Selection And Risk Parity Control
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472946, p. 6585-6589
Feng, Yiyong; P. Palomar, Daniel
PRIME: Phase Retrieval via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (19), October 2016, article number 7499815, p. 5174-5186
Qiu, Tianyu; Babu, Prabhu Sing; P. Palomar, Daniel
PRIME: Phase Retrieval via Majorization-Minimization Technique
Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421435, p. 1681-1685
Qiu, Tianyu; Babu, Prabhu; P. Palomar, Daniel
Sequence Design To Minimize The Peak Sidelobe Level
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472407, p. 3896-3900
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
SWIPT Techniques for Multiuser MIMO Broadcast Systems
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, December 2016, article number 7794639
Rubio, Javier; Pascual-iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea J.


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Article 6

Normalization of Linear Support Vector Machines
IEEE Transactions on Signal Processing, v. 63, (17), September 2015, article number 7120173, p. 4673-4688
Feng, Yiyong; P. Palomar, Daniel
Optimization Methods for Designing Sequences With Low Autocorrelation Sidelobes
IEEE Transactions on Signal Processing, v. 63, (15), August 2015, article number 7093191, p. 3998-4009
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel
Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions
IEEE Transactions on Signal Processing, v. 63, (12), June 2015, article number 7069228, p. 3096-3109
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Robust Optimization of Order Execution
IEEE Transactions on Signal Processing, v. 63, (4), February 2015, article number 6998078, p. 907-920
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco
SCRIP: Successive Convex Optimization Methods for Risk Parity Portfolio Design
IEEE Transactions on Signal Processing, v. 63, (19), October 2015, article number 7145485, p. 5285-5300
Feng, Yiyong; P. Palomar, Daniel
Sparse Generalized Eigenvalue Problem Via Smooth Optimization
IEEE Transactions on Signal Processing, v. 63, (7), April 2015, article number 7017587, p. 1627-1642
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel

Conference paper 5

An Online Parallel Algorithm for Spectrum Sensing in Cognitive Radio Networks
2014 48th Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1801-1805
Yang, Yang; Zhang, Mengyi; Pesavento, Marius; P. Palomar, Daniel
Linear Support Vector Machines with Normalizations
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1941-1945
Feng, Yiyong; P. Palomar, Daniel
Optimization Methods for Sequence Design with Low Autocorrelation Sidelobes
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 3033-3037
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Distributions
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 5693-5697
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel
Robust Low-Rank Optimization for Large Scale Problems
Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421155, p. 391-395
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel


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Article 7

Convex Separable Problems With Linear Constraints in Signal Processing and Communications
IEEE Transactions on Signal Processing, v. 62, (22), November 2014, article number 6908027, p. 6045-6058
D'amico, Antonio A.; Sanguinetti, Luca; P. Palomar, Daniel
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems
IEEE Transactions on Signal Processing, v. 62, (3), February 2014, article number 6675875, p. 641-656
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi
Energy Efficient Collaborative Beamforming in Wireless Sensor Networks
IEEE Transactions on Signal Processing, v. 62, (2), January 2014, article number 6650017, p. 496-510
Haro, Benjamin Bejar; Zazo, Santiago; P. Palomar, Daniel
Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization With Real-Time Adjustments: A GNEP Approach
IEEE Transactions on Signal Processing, v. 62, (9), May 2014, article number 6747393, p. 2397-2412
Atzeni, Italo; Garcia ordonez, Luis; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R.
Randomized Algorithms for Optimal Solutions of Double-Sided QCQP With Applications in Signal Processing
IEEE Transactions on Signal Processing, v. 62, (5), March 2014, article number 6701323, p. 1093-1108
Huang, Yongwei; P. Palomar, Daniel
Real and Complex Monotone Communication Games
IEEE Transactions on Information Theory, v. 60, (7), 2014, article number 6799233, p. 4197-4231
Scutari, Gesualdo; Facchinei, Francisco; Pang, Jong-Shi; P. Palomar, Daniel
Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms
IEEE Transactions on Signal Processing, v. 62, (19), October 2014, article number 6879466, p. 5143-5156
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel

Conference paper 3

A Fast Algorithm for Sparse Generalized Eigenvalue Problem
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2015-April, April 2015, article number 7094747, p. 1652-1656
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Convex Separable Problems With Linear and Box Constraints
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2014, article number 6854683, p. 5641-5645
D'amico, Antonio Alberto; Sanguinetti, Luca; P. Palomar, Daniel
Regularized Robust Estimation of Mean and Covariance Matrix under Heavy Tails and Outliers
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 125-128
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel


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Article 10

Demand-Side Management via Distributed Energy Generation and Storage Optimization
IEEE Transactions on Smart Grid, v. 4, (2), June 2013, p. 866-876
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Rodriguez fonollosa, Javier
Finite-Sample Linear Filter Optimization in Wireless Communications and Financial Systems
IEEE Transactions on Signal Processing, v.61, (20), October 2013, p. 5014-5025
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier
Improved Calibration of High-Dimensional Precision Matrices
IEEE Transactions on Signal Processing, v. 61, (6), December 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel
Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming
IEEE Transactions on Signal Processing, v.61, (5), November 2012
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong
Multi-portfolio Optimization: A Potential Game Approach
IEEE Transactions on Signal Processing, v.61, (22), November 2013, p. 5590-5602
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel
Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid
IEEE Transactions on Signal Processing, v. 61, (10), May 2013, p. 2454-2472
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R.
On MMSE Crossing Properties and Implications in Parallel Vector Gaussian Channels
IEEE Transactions on Information Theory, v.59, (2), February 2013, article number 6332518, p. 818-844
Bustin, Ronit; Payaro, Miquel; P. Palomar, Daniel; Shamai (shitz), Shlomo
Robust MIMO Cognitive Radio Systems Under Interference Temperature Constraints
IEEE Journal on Selected Areas in Communications, v. 31, (11), 2013, article number 6635261, p. 2465-2482
Yang, Yang; Scutari, Gesualdo; Song, Peiran; P. Palomar, Daniel
Robust MIMO Precoding for Several Classes of Channel Uncertainty
IEEE Transactions on Signal Processing, v. 61, (12), June 2013, p. 3056-3070
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel
Universal Binary Semidefinite Relaxation for ML Signal Detection
IEEE Transactions on Communications, v.61, (11), November 2013, p. 4565-4576
Fan, Xiaopeng; Song, Junxiao; P. Palomar, Daniel; Au, Oscar C L

Conference paper 7

Cooperative Day-ahead Bidding Strategies for Demand-side Expected Cost Minimization
2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 5224-5228
Atzeni, Italo; Ordó?ez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R.
Decomposition by Partial Linearization in Multiuser Systems
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4424-4428
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi
Parallel Stochastic Decomposition Algorithms for Multi-agent Systems
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2013, article number 6612036, p. 180-184
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel
Robust Adaptive Beamforming with Imprecise Steering Vector and Noise Covariance Matrix Due to Finite Sample Size
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638366, p. 3789-3790
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier
Robust MIMO Cognitive Radio Systems under Temperature Interference Constraints
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4504-4508
Yang, Yang; Song, Peiran; Scutari, Gesualdo; P. Palomar, Daniel
Robust MIMO Precoding for the Schatten Norm Based Channel Uncertainty Sets
GLOBECOM - IEEE Global Telecommunications Conference, 2013, article number 6831597, p. 3394-3399
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjoern; P. Palomar, Daniel
Robust Order Execution under Box Uncertainty Sets
2013 Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 44-48
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco


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Article 2

Array Gain in the DMT Framework for MIMO Channels
IEEE Transactions on Information Theory, v. 58, (7), July 2012, p. 4577-4593
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier
Performance Analysis and Optimal Selection of Large Minimum Variance Portfolios Under Estimation Risk
IEEE Journal of Selected Topics in Signal Processing, v. 6, (4), August 2012, p. 337-350
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel

Book chapter 2

Majorization Theory with Applications in Signal Processing and Communication Systems
Mathematical Foundations for Signal Processing, Communications, and Networking / Edited by Erchin Serpedin, Thomas Chen, Dinesh Rajan. . Boca Raton, FL : CRC Press, 2012, p. 561-598, Ch. 16
Wang, Jiaheng; P. Palomar, Daniel
Monotone Games for Cognitive Radio Systems
Distributed Decision Making and Control / Johansson R., Rantzer A. (eds). London : Springer, 2012, Book series: Lecture Notes in Control and Information Sciences, v. 417
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jong-Shi

Conference paper 7

Calibration of high-dimensional precision matrices under quadratic loss
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 March 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel
Day-ahead bidding strategies for demand-side expected cost minimization
IEEE International Conference on Smart Grid Communications, SmartGridComm, v. 2012, November 2012, article number 6485965, p. 91-96
Atzeni, Italo; Ordonez, Luis G.; Scutari, G.; P. Palomar, Daniel; Fonollosa, J.R.
Lifetime maximization for beamforming applications in wireless sensor networks
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288511, p. 2849-2852
Bejar, Benjamin; Zazo, Santiago; P. Palomar, Daniel
Lorentz-positive mapswith applications to robust MISO downlink beamforming
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288499, p. 2801-2804
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong
Multi-portfolio optimization: A potential game approach
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, v. 75, 2012, p. 182-189
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel
Optimal Order Execution for Algorithmic Trading: A CVaR Approach
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2012, June 2012, article number 6292954, p. 480-484
Feng, Yiyong; Rubio, Francisco; P. Palomar, Daniel
Robust maximin MIMO precoding for arbitrary convex uncertainty sets
Proceddings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, article number 6288557, p. 3045-3048
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel


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Article 4

Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection
IEEE transactions on signal processing, v. 59, (1), January 2011, p. 172-185
De maio, Antonio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso
Generalized Likelihood Ratios for Testing the Properness of Quaternion Gaussian Vectors
IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1356-1370
Via, Javier; P. Palomar, Daniel; Vielva, Luis
Quaternion ICA From Second-Order Statistics
IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1586-1600
Via, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaria, Ignacio
Robust MIMO Cognitive Radio Via Game Theory
IEEE transactions on signal processing, v. 59, (3), March 2011, p. 1183-1201
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel

Conference paper 5

Asymptotic analysis and consistent estimation of high-dimensional Markowitz portfolios
2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP, Puerto Rico : IEEE, 2011, p. 25-28, Article number 6135998
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel
Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach
International Conference on NETwork Games, Control and Optimization, NetGCooP 2011, France : IEEE, 2011, Article number 6103878
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jongshi
DMA tradeoff for the MIMO static half-duplex relay
2011 IEEE 12th International Workshop on Signal Processing Advances in Wireless Communications, San Francisco, CA, USA, 26-29 June 2011
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R.
Fundamental diversity, multiplexing, and array gain tradeoff under different MIMO channel models
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, May 2011, article number 5946715, p. 3252-3255
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R.
Maximum likelihood ICA of quaternion Gaussian vectors
International Conference on Acoustics Speech and Signal Processing ICASSP, v. 2012, May 2011, article number 5947294, p. 4260-4263
Vía, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaría, I.


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Article 7

Code Design for Radar STAP via Optimization Theory
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 679-694
De maio, Antonio; De nicola, Silvio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso
Convex optimization, game theory, and variational inequality theory
IEEE Signal Processing Magazine, v. 27, (3), May 2010, p. 35-49
Scutari, G.; P. Palomar, Daniel; Facchinei, F.; Pang, J.S.
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
IEEE transactions on signal processing, v. 58, (6), June 2010, article number 5411806, p. 3251-3271
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco
MIMO Cognitive Radio: A Game Theoretical Approach
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 761-780
Scutari, Gesualdo; P. Palomar, Daniel
On the computation of the capacity region of the discrete MAC
IEEE Transactions on Communications, v. 58, (12), December 2010, p. 3512-3525
Calvo, Eduard; P. Palomar, Daniel; Fonollosa, Javier Rodriguez; Vidal, Josep
Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 664-678
Huang, Yongwei; P. Palomar, Daniel
Robust MMSE precoding in MIMO channels with pre-fixed receivers
IEEE transactions on signal processing, v. 58, (11), July 2010, p. 5802-5818
Wang, Jiaheng; P. Palomar, Danel

Book chapter 1

Competitive optimization of cognitive radio MIMO systems via game theory
Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009, p. 387-442, Ch. 11
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio

Conference paper 6

A dual perspective on separable semidefinite programming with applications to optimal beamforming
IEEE International Conference on Acoustics, Speech and Signal Processing, v. 2010, March 2010, article number 5496110, p. 3062-3065
Huang, Yongwei; P. Palomar, Daniel
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, March 2010, article number 5496127, p. 2994-2997
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco
Independent component analysis of quaternion Gaussian vectors
IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM, v. 2010, October 2010, article number 5606718, p. 145-148
Via, Javier; Vielva, Luis; Santamaria, Ignacio; P. Palomar, Daniel
On MMSE properties and I-MMSE implications in parallel MIMO Gaussian channels
2010 IEEE International Symposium on Information Theory, Austin, TX, USA, 13-18 June 2010
Bustin, R.; Payaró, M.; P. Palomar, Daniel; Shamai, S.
On the diversity, multiplexing, and array gain tradeoff in MIMO channels
IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513472, p. 2183-2187
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R.
Robust cognitive radio via game theory
IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513386, p. 2073-2077
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel


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Article 8

Energy-robustness tradeoff in cellular network power control
IEEE/ACM Transactions on Networking, v. 17, (3), June 2009, p. 912-925
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
Flexible Design of Cognitive Radio Wireless Systems
IEEE Signal Processing Magazine, v. 26, (5), September 2009, p. 107-203
Scutari, Gesualdo; P. Palomar, Daniel; Pang, Jong-Shi; Facchinei, Francisco
Hessian and concavity of mutual information, differential entropy, and entropy power in linear vector gaussian channels
IEEE Transactions on Information Theory, v. 55, (8), August 2009, p. 3613-3628
Payaro, Miquel; P. Palomar, Daniel
Joint bit allocation and precoding for MIMO systems with decision feedback detection
IEEE Transactions on Signal Processing, v. 57, (11), November 2009, p. 4509-4521
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn
Minimum BER linear MIMO transceivers with adaptive number of substreams
IEEE Transactions on Signal Processing, v. 57, (6), June 2009, p. 2336-2353
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Rodriguez fonollosa, Javier
Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems
IEEE Transactions on Signal Processing, v. 57, (2), February 2009, p. 672-689
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier
The MIMO Iterative Waterfilling Algorithm
IEEE transactions on signal processing, v. 57, (5), May 2009, p. 1917-1935
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Worst-case robust MIMO transmission with imperfect channel knowledge
IEEE Transactions on Signal Processing, v. 57, (8), August 2009, p. 3086-3100
Wang, Jiaheng; P. Palomar, Daniel

Book 1

Convex Optimization in Signal Processing and Communications
Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009.
P. Palomar, Daniel; Eldar, Yonina

Conference paper 5

Competitive Optimization of Cognitive Radio MIMO Systems via Game Theory
International Conference on Game Theory for Networks, GameNets, v. 2009, May 2009, article number 5137432, p. 452-461
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Maximin robust design for MIMO communication systems against imperfect CSIT
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2009, April 2009, article number 4960104, p. 2397-2400
Wang, Jiaheng; P. Palomar, Daniel
On optimal precoding in linear vector gaussian channels with arbitrary input distribution
IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206040, p. 1085-1089
Payaró, M.; P. Palomar, Daniel
Optimal bit loading for MIMO systems with decision feedback detection
IEEE Vehicular Technology Conference, v. 2009, April 2009, article number 5073744
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn
Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design
IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206038, p. 2432-2436
Huang, Yongwei; P. Palomar, Daniel


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Article 8

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels
IEEE Transactions on Information Theory, v. 54, (7), July 2008, p. 2868-2878
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Cognitive MIMO Radio: Competitive Optimality Design Based on Subspace Projections
IEEE Signal Processing Magazine, v. 25, (6), November 2008, p. 46-59
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Competitive design of multiuser MIMO systems based on game theory: A unified view
IEEE journal on selected areas in communications, v. 26, (7), August 2008, p. 1089-1103
Scutari, Gesualdo; P. Palomar, Daniel P.; Barbarossa, Sergio
Game theory in communication systems
IEEE Journal on Selected Areas in Communications, v. 26, (7), September 2008, article number 4604730, p. 1042-1046
Huang, Jianwei; P. Palomar, Daniel; Mandayam, Narayan B.; Wicker, Stephen B.; Walrand, Jean; Basar, Tamer
Lautum information
IEEE Transactions on Information Theory, v. 54, (3), March 2008, p. 964-975
P. Palomar, Daniel; Verdu, Sergio
Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I: Nash equilibria
IEEE transactions on signal processing, v. 56, (3), March 2008, p. 1230-1249
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Optimal linear precoding strategies for wideband non-cooperative systems based on game theory - Part II: Algorithms
IEEE Transactions on Signal Processing, v. 56, (3), March 2008, p. 1250-1267
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Statistically robust design of linear MIMO transceivers
IEEE transactions on signal processing, v. 56, August 2008, p. 3678-3689
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern

Conference paper 9

A multivariate generalization of Costa's entropy power inequality
International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 595155, p. 1088-1092
Payaró, Miquel; P. Palomar, Daniel
Competitive Design of Multiuser MIMO Interference Systems Based on Game Theory: A Unified Framework
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2008, March 2008, article number 4518875, p. 5376-5379
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Image deblocking using convex optimization
International Conference on Image Processing, ICIP, v. 2008, October 2008, article number 4712463, p. 3148-3135
Guo, Liwei; Au, Chi Lim; Ma, Mengyao; Fan, Xiaopeng; Wong, Peter H.W.; P. Palomar, Daniel
MIMO cognitive radio: A game theoretical approach
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2008, July 2008, article number 4641643, p. 426-430
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Objective assessment of audio quality
IET Conference Publications, v. 539 CP, v. 2008, p. 37-42
P. Palomar, Daniel; Skehill, R.; Rice, I.; Picovici, D.; Mcgrath, S.
Ordered Eigenvalues of a General Class of Hermitian Random Matrices and Performance Analysis of MIMO Systems
IEEE International Conference on Communications, ICC, v. 2008, May 2008, article number 4533758, p. 3846-3852
Garcia-ordonez, Luis; P. Palomar, Daniel; Fonollosa, Javier R.
Patterned complex-valued matrix derivatives
IEEE Sensor Array and Multichannel Signal Processing Workshop, v. 2008, July 2008, article number 4606875, p. 293-297
Hj?rungnes, A.; P. Palomar, Daniel
Practical implementation of jointly designed transmit-receive space-time IIR filters
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, IEEE. New York : IEEE, 2001, p. 521-524
P. Palomar, Daniel; Lagunas, Miguel Angel; Pascual, Antonio; Neira, Ana Pérez
The computation of the capacity region of the discrete degraded BC is a nonconvex DC problem
IEEE International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 4595282, p. 1721-1725
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J.


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Article 4

Alternative distributed algorithms for network utility maximization: Framework and applications
IEEE Transactions on Automatic Control, v. 52, (12), December 2007, p. 2254-2269
P. Palomar, Daniel; Chiang, Mung
High-SNR analytical performance of spatial multiplexing MIMO systems with CSI
IEEE Transactions on Signal Processing, v. 55, (11), November 2007, p. 5447-5463
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Fonollosa, Javier Rodriguez
Power control by geometric programming
IEEE Transactions on Wireless Communications, v. 6, (7), July 2007, p. 2640-2651
Chiang, Mung; Tan, Chee Wei; P. Palomar, Daniel; O'neill, Daniel; Julian, David
Representation of mutual information via input estimates
IEEE Transactions on Information Theory, v. 53, (2), February 2007, p. 453-470
P. Palomar, Daniel; Verdu, Sergio

Conference paper 11

Adaptive orthogonal beamforming for the MIMO broadcast channel
2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP 2007, v. 2007, December 2007, article number 4497969, p. 77-80
Duplicy, J.; P. Palomar, Daniel; Vandendorpe, L.
Asynchronous iterative waterfilling for Gaussian frequency-selective interference channels: A unified framework
Information Theory and Applications Workshop, ITA, v. 2007, February 2007, article number 4357602, p. 349-358
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Decision feedback based transceiver optimization for MIMO intersymbol interference channels
Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487171, p. 88-92
Jiang, Yi; Varanasi, Mahesh K.; P. Palomar, Daniel
Distributed totally asynchronous iterative waterfilling for wddeband interference channel with time/frequency offset
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2007, April 2007, article number 4218353, p. IV1325-IV1328
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Exploiting hidden convexity for flexible and robust resource allocation in cellular networks
IEEE International Conference on Computer Communications, INFCOM, v. 2007, May 2007, article number 4215699, p. 964-972
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
On equal constellation minimum BER linear MIMO transceivers
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217686, p. 221-224
Ordó?ez, L.G.; P. Palomar, Daniel; Pagès-Zamora, Alba; Fonollosa, Javier R.
Optimal decentralized linear precoding for wideband non-cooperative interference systems based on game theory
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP, v. 2007, December 2007, article number 4497971, p. 85-88
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Precoder optimization for Nonlinear MIMO transceiver based on arbitrary cost function
Annual Conference on Information Sciences and Systems, CISS, v. 1-2, 2007, article number 4298284, p. 119-124
Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh K.
Robust MAC MIMO transceiver design with partial CSIT and CSIR
Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487222, p. 324-328
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern
The computation of the capacity region of the discrete MAC is a rank-one non-convex optimization problem
IEEE International Symposium on Information Theory, ISIT, v. 2007, June 2007, article number 4557578, p. 2396-2400
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J.
Unified theory of complex-valued matrix differentiation
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217717, p. 345-348
Hj?rungnes, Are; Gesbert, David; P. Palomar, Daniel


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Article 3

A robust maximin approach for MIMO communications with imperfect channel state information based on convex optimization
IEEE Transactions on Signal Processing, v. 54, (1), January 2006, p. 346-360
Pascual-iserte, A.; P. Palomar, Daniel; Pérez-neira, Ana I.; Lagunas, Miguel A.
A tutorial on decomposition methods for network utility maximization
IEEE Journal on Selected Areas in Communications, v. 24, (8), August 2006, p. 1439-1451
P. Palomar, Daniel; Chiang, M.
Gradient of mutual information in linear vector Gaussian channels
IEEE Transactions on Information Theory, v. 52, (1), January 2006, p. 141-154
P. Palomar, Daniel; Verdú, S.

Book 1

MIMO Transceiver Design via Majorization Theory
MIMO Transceiver Design via Majorization Theory / Daniel P. Palomar, Yi Jiang. Now Foundations and Trends, 2007. Book series: Foundations and Trends in Communications and Information Theory, v.3, no.4-5
P. Palomar, Daniel; Jiang, Yi

Conference paper 7

Alternative decompositions for distributed maximization of network utility: Framework and applications
EEE International Conference on Computer Communications, INF0COM, v. 2006, April 2006, article number 4146910, p. 2036-2048
P. Palomar, Daniel; Chiang, M.
Asynchronous iterative water-filling for Gaussian frequency-selective interference channels: A unified framework
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2006, July 2006, article number 4153949, p. 532-536
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Distributed optimization of coupled systems with applications to network utility maximization
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 5, May 2006, article number 1661442, p. V981-V984
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
Lautum information
IEEE Information Theory Workshop, ITW, v. 2006, March 2006, article number 1633769, p. 1-5
P. Palomar, Daniel; Verdú, S.
Potential games: A framework for vector power control problems with coupled constraints
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2006, May 2006, article number 1660950, p. IV241-IV244
Scutari, G.; Barbarossa, S.; P. Palomar, Daniel
Robust design of linear MIMO transceivers under channel uncertainty
2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 4, May 2006, article number 1660909, p. IV77-IV80
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bj?rn E.
Simultaneous iterative water-filling for Gaussian frequency-selective interference channels
IEEE International Symposium on Information Theory, ISIT, v. 2006, July 2006, article number 4036033, p. 600-604
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.


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Article 4

Convex primal decomposition for multicarrier linear MIMO transceivers
IEEE Transactions on Signal Processing, v. 53, (12), December 2005, p. 4664-4674
P. Palomar, Daniel
Designing MIMO communication systems: Constellation choice and linear transceiver design
IEEE Transactions on Signal Processing, v. 53, (10), October 2005, p. 3804-3818
P. Palomar, Daniel; Barbarossa, S.
Minimum BER Linear Transceivers for MIMO Channels via Primal Decomposition
IEEE Transactions on Signal Processing, v. 53, (8), August 2005, p. 2866-2882
P. Palomar, Daniel; Bengtsson, Mats; Ottersten, Bj?rn
Practical algorithms for a family of waterfilling Solutions
IEEE Transactions on Signal Processing, v. 53, (2), February 2005, p. 686-695
P. Palomar, Daniel; Fonollosa, J.R.

Book chapter 2

Convex Optimization Theory Applied to Joint Transmitter-Receiver Design in MIMO Channels
Space‐Time Processing for MIMO Communications / Edited by A. B. Gershman and N. Sidiropoulos. West Sussex : John Wily & Sons, Ltd., 2005, p. 269-317, Ch. 8
P. Palomar, Daniel; Pascual-iserte, A.; Cioffi, John M.; Lagunas, Miguel A.
Unified design of linear transceivers for MIMO channels
Smart Antennas Stateof-the-Art / Edited by T. Kaiser, A. Bourdoux, H. Boche, J. R. Fonollosa, J. B. Andersen, and W. Utschick. New York : Hindawi Publishing Corporation, 2005, p. 349-374, Ch. 18. Eurasip Book Series on Signal Processing and Communications, v. 3
P. Palomar, Daniel

Conference paper 5

Alternative decompositions and distributed algorithms for network utility maximization
GLOBECOM'05: IEEE Global Telecommunications Conference, v. 5, November 2005, article number 1578224, p. 2563-2568
P. Palomar, Daniel; Chiang, M.
Analytical BER performance in spatial multiplexing MIMO systems
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2005, June 2005, article number 1506067, p. 460-464
García-ordó?ez, L.; P. Palomar, Daniel; Pagès-zamora, A.; Fonollosa, J.R.
Estimation-Theoretic Representation of Mutual Information
43rd Annual Allerton Conference on Communication, Control and Computing 2005, v. 4, September 2005, p. 2013-2022
P. Palomar, Daniel; Verdú, Sergio
Robust design of linear MIMO transceiver for low SNR
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2005, October 2005, article number 1599776, p. 398-402
Zhang, Xi; P. Palomar, Daniel; Ottersten, B.
Solving nonconvex power control problems in wireless networks: low SIR regime and distributed algorithms
GLOBECOM - IEEE Global Telecommunications Conference, v. 2005, November 2005, article number 1578413, p. 3445-3450
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung


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Article 2

Optimum linear joint transmit-receive processing for MIMO channels with QoS constraints
IEEE Transactions on Signal Processing, v. 52, (5), May 2004, p. 1179-1197
P. Palomar, Daniel; Lagunas, M.A.; Cioffi, J.M.
Unified framework for linear MIMO transceivers with shaping constraints
IEEE Communications Letters, v. 8, (12), December 2004, p. 697-699
P. Palomar, Daniel

Conference paper 1

Decode-and-Forward Protocol for Cooperative Diversity in Multi-Antenna Wireless Networks
CISS 2004: 38th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 2004
P. Palomar, Daniel; Agustín, Adrian; Mu?oz, Olga; Vidal, Josep


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Article 3

Joint transmit-receive space-time equalization in spatially correlated MIMO channels: A beamforming approach
IEEE Journal on Selected Areas in Communications, v. 21, (5), June 2003, p. 730-743
P. Palomar, Daniel; Lagunas, M.A.
Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization
IEEE Transactions on Signal Processing, v. 51, (9), September 2003, p. 2381-2401
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.
Uniform power allocation in MIMO channels: A game-theoretic approach
IEEE Transactions on Information Theory, v. 49, (7), July 2003, p. 1707-1727
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.

Conference paper 3

Convex optimization theory applied to joint beamforming design in multicarrier MIMO channels
International Conference on Communications, ICC, v. 2003, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.; Iserte, A.P.
Real-Time Scheduling for Wireless Multiuser MISO Systems under different Fairness Criteria
7th International Symposium on Signal Processing and Its Applications, ISSPA 2003, v. 1, July 2003, article number 1224678, p. 213-216
Bartolomé, Diego; P. Palomar, Daniel; Pérez-neira, Ana I.
Uniform power allocation in MIMO channels: A game-theoretic approach
International Conference on Communications, ICC 2003, v. 4, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.


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Conference paper 2

Optimum joint transmit-receive linear processing for vectored DSL transmission with QoS requirements
Conference Record of the Asilomar Conference on Signals, Systems and Computers, v. 1, November 2002, p. 388-392
P. Palomar, Daniel; Lagunas, Miguel Angel; Cioffi, John M.
Power Allocation Techniques for Joint Beamforming in OFDM-MIMO Channels
European Signal Processing Conference, v. 2002-March, March 2002, article number 7072041
Iserte, Antonio Pascual; Pérez-neira, Ana I.; P. Palomar, Daniel; Lagunas, Miguel Angel


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Article 1

Temporal diversity on DS-CDMA communication systems for blind array signal processing
Signal Processing, v. 81, (8), August 2001, p. 1625-1640
P. Palomar, Daniel; Lagunas, Miguel Angel

Conference paper 3

Capacity of spatially flattened frequency-selective MIMO channels using linear processing techniques in transmission
35th IEEE Annual Conference on Information Sciences and Systems (CISS 2001), The John Hopkins University, Baltimore, MD, 21-23 March 2001
P. Palomar, Daniel; Lagunas, Miguel Angel
Capacity results of spatially correlated frequency-selective MIMO channels in UMTS
IEEE Vehicular Technology Conference, v. 2, (54ND), October 2001, p. 553-557
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel
Information-theoretic results for realistic UMTS MIMO channels
IST Mobile Communications Summit 2001, Barcelona, Spain, 1-4 October 2001
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel


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Article 1

Self-reference Spatial Diversity Processing for Spread Spectrum Communications
AEü International Journal of Electronics and Communications, v. 54, (5), November 2000, p. 267-276
P. Palomar, Daniel; Nájar, Montse; Lagunas, Miguel Angel

Conference paper 5

Diversidad espacio/tiempo en transmisión-recepción para comunicaciones móviles
XV Simposium Nacional de la Union Cientifica International de Radio, URSI 2000, Zaragoza, Spain, 13-15 September 2000
Lagunas, Miguel Angel; P. Palomar, Daniel; Pérez neira, Ana I.
MMSE joint detection in frequency-selective wireless communication channels for DS-CDMA systems
EEE International Symposium on Spread Spectrum Techniques and Applications,, v. 2, 2000, p. 530-534
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel A.
Optimum self-reference spatial diversity processing for FDSS and FH communication systems
10th European Signal Processing Conference, EUSIPCO 2000, Tampere; Finland, 4-8 September 2000
P. Palomar, Daniel; Lagunas, Miguel Angel
Self-reference beamforming for DS-CDMA communication systems
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 5, 2000, article number 861166, p. 3001-3004
P. Palomar, Daniel; Lagunas, Miguel Angel
Self-reference Spatial Diversity Processing for Spread Spectrum Communications
International Symposium on Image/Video Communications over Fixed and Mobile Networks (ISIVC 2000), Rabat, Morocco, 17-20 April 2000
P. Palomar, Daniel; Lagunas, Miguel Angel; Nájar, Montse


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Article 1

Re-optimization of LPC filters for multi-pulse coded excitation
Electronics Letters, v. 35, (13), June 1999, p. 1058-1059
P. Palomar, Daniel; Price, M.; Sandler, M.

Conference paper 1

Blind beamforming for DS-CDMA systems
The Fifth Bayona Workshop on Emerging Technologies in Telecommunications, Bayona, Spain, 6-8 September 1999
P. Palomar, Daniel; Lagunas, Miguel Angel


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2016 21

A Parallel Decomposition Method for Nonconvex Stochastic Multi-Agent Optimization Problems
IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7412752, p. 2949-2964
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel; Pesavento, Marius Article
A Signal Processing Perspective on Financial Engineering
Foundations and Trends in Signal Processing, v. 9, (1-2), 2016, p. 1-235
Feng, Yiyong; P. Palomar, Daniel Article
An Online Parallel Algorithm for Recursive Estimation of Sparse Signals
IEEE Transactions on Signal and Information Processing over Networks, v. 2, (3), September 2016, p. 290-305
Yang, Yang; Pesavento, Marius; Zhang, Mengyi; P. Palomar, Daniel Article
Design of PAR-Constrained Sequences for MIMO Channel Estimation via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (23), 2016, article number 7563375, p. 6132-6144
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel Article
Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers
IEEE Transactions on Signal Processing, v. 64, (18), September 2016, article number 7478144, p. 4767-4780
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel Article
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading
IEEE Journal of Selected Topics in Signal Processing, v. 10, (6), September 2016, article number 7542611, p. 979-981
Akansu, Ali N.; Malioutov, Dmitry; P. Palomar, Daniel; Jay, Emmanuelle; Mandic, Danilo P. Article
Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems
IEEE Transactions on Signal Processing, v. 64, (8), April 2016, article number 7366611, p. 1986-1998
Sun, Ying; Breloy, Arnaud; Babu, Prabhu; P. Palomar, Daniel; Pascal, Frederic; Ginolhac, Guillaume Article
Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation
IEEE Transactions on Signal Processing, v. 64, (23), December 2016, article number 7558183, p. 6211-6226
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Elliptical Distributions
IEEE Transactions on Signal Processing, v. 64, (14), July 2016, article number 7439863, p. 3576-3590
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel Article
Sequence Set Design With Good Correlation Properties Via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7420715, p. 2866-2879
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Article
Sum-Rate Maximization for Energy Harvesting Nodes With a Generalized Power Consumption Model
IEEE Transactions on Wireless Communications, v. 15, (8), August 2016, article number 7457323, p. 5341-5354
Gregori, Maria; Payaró, Miquel; P. Palomar, Daniel Article
A Signal Processing Perspective on Financial Engineering
A Signal Processing Perspective on Financial Engineering / by Yiyong Feng and Daniel P. Palomar. Boston: Now Foundations and Trends, 2016.
Feng, yiyong; P. Palomar, Daniel Book
A Robust Signal Subspace Estimator
IEEE Workshop on Statistical Signal Processing Proceedings, v. 2016-August, August 2016, article number 7551737
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; Ginolhac, Guillaume; P. Palomar, Daniel; Pascal, Frederic P. Conference paper
Block Majorization-Minimization Algorithms for Low-Rank Clutter Subspace Estimation
European Signal Processing Conference, November 2016, article number 7760636, p. 2186-2190
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper
Optimal Design of Constant-Modulus Channel Training Sequences
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472408, p. 3901-3905
Wang, Zhongju; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper
Orthogonal Sparse Eigenvectors: A Procrustes Problem
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472565, p. 4683-4686
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu; P. Palomar, Daniel Conference paper
Portfolio Optimization With Asset Selection And Risk Parity Control
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472946, p. 6585-6589
Feng, Yiyong; P. Palomar, Daniel Conference paper
PRIME: Phase Retrieval via Majorization-Minimization
IEEE Transactions on Signal Processing, v. 64, (19), October 2016, article number 7499815, p. 5174-5186
Qiu, Tianyu; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper
PRIME: Phase Retrieval via Majorization-Minimization Technique
Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421435, p. 1681-1685
Qiu, Tianyu; Babu, Prabhu; P. Palomar, Daniel Conference paper
Sequence Design To Minimize The Peak Sidelobe Level
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472407, p. 3896-3900
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Conference paper
SWIPT Techniques for Multiuser MIMO Broadcast Systems
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, December 2016, article number 7794639
Rubio, Javier; Pascual-iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea J. Conference paper

2015 11

Normalization of Linear Support Vector Machines
IEEE Transactions on Signal Processing, v. 63, (17), September 2015, article number 7120173, p. 4673-4688
Feng, Yiyong; P. Palomar, Daniel Article
Optimization Methods for Designing Sequences With Low Autocorrelation Sidelobes
IEEE Transactions on Signal Processing, v. 63, (15), August 2015, article number 7093191, p. 3998-4009
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel Article
Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions
IEEE Transactions on Signal Processing, v. 63, (12), June 2015, article number 7069228, p. 3096-3109
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
Robust Optimization of Order Execution
IEEE Transactions on Signal Processing, v. 63, (4), February 2015, article number 6998078, p. 907-920
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco Article
SCRIP: Successive Convex Optimization Methods for Risk Parity Portfolio Design
IEEE Transactions on Signal Processing, v. 63, (19), October 2015, article number 7145485, p. 5285-5300
Feng, Yiyong; P. Palomar, Daniel Article
Sparse Generalized Eigenvalue Problem Via Smooth Optimization
IEEE Transactions on Signal Processing, v. 63, (7), April 2015, article number 7017587, p. 1627-1642
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel Article
An Online Parallel Algorithm for Spectrum Sensing in Cognitive Radio Networks
2014 48th Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1801-1805
Yang, Yang; Zhang, Mengyi; Pesavento, Marius; P. Palomar, Daniel Conference paper
Linear Support Vector Machines with Normalizations
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1941-1945
Feng, Yiyong; P. Palomar, Daniel Conference paper
Optimization Methods for Sequence Design with Low Autocorrelation Sidelobes
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 3033-3037
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Conference paper
Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Distributions
2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 5693-5697
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel Conference paper
Robust Low-Rank Optimization for Large Scale Problems
Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421155, p. 391-395
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper

2014 10

Convex Separable Problems With Linear Constraints in Signal Processing and Communications
IEEE Transactions on Signal Processing, v. 62, (22), November 2014, article number 6908027, p. 6045-6058
D'amico, Antonio A.; Sanguinetti, Luca; P. Palomar, Daniel Article
Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems
IEEE Transactions on Signal Processing, v. 62, (3), February 2014, article number 6675875, p. 641-656
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi Article
Energy Efficient Collaborative Beamforming in Wireless Sensor Networks
IEEE Transactions on Signal Processing, v. 62, (2), January 2014, article number 6650017, p. 496-510
Haro, Benjamin Bejar; Zazo, Santiago; P. Palomar, Daniel Article
Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization With Real-Time Adjustments: A GNEP Approach
IEEE Transactions on Signal Processing, v. 62, (9), May 2014, article number 6747393, p. 2397-2412
Atzeni, Italo; Garcia ordonez, Luis; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R. Article
Randomized Algorithms for Optimal Solutions of Double-Sided QCQP With Applications in Signal Processing
IEEE Transactions on Signal Processing, v. 62, (5), March 2014, article number 6701323, p. 1093-1108
Huang, Yongwei; P. Palomar, Daniel Article
Real and Complex Monotone Communication Games
IEEE Transactions on Information Theory, v. 60, (7), 2014, article number 6799233, p. 4197-4231
Scutari, Gesualdo; Facchinei, Francisco; Pang, Jong-Shi; P. Palomar, Daniel Article
Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms
IEEE Transactions on Signal Processing, v. 62, (19), October 2014, article number 6879466, p. 5143-5156
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Article
A Fast Algorithm for Sparse Generalized Eigenvalue Problem
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2015-April, April 2015, article number 7094747, p. 1652-1656
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel Conference paper
Convex Separable Problems With Linear and Box Constraints
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2014, article number 6854683, p. 5641-5645
D'amico, Antonio Alberto; Sanguinetti, Luca; P. Palomar, Daniel Conference paper
Regularized Robust Estimation of Mean and Covariance Matrix under Heavy Tails and Outliers
2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 125-128
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel Conference paper

2013 17

Demand-Side Management via Distributed Energy Generation and Storage Optimization
IEEE Transactions on Smart Grid, v. 4, (2), June 2013, p. 866-876
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Rodriguez fonollosa, Javier Article
Finite-Sample Linear Filter Optimization in Wireless Communications and Financial Systems
IEEE Transactions on Signal Processing, v.61, (20), October 2013, p. 5014-5025
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier Article
Improved Calibration of High-Dimensional Precision Matrices
IEEE Transactions on Signal Processing, v. 61, (6), December 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel Article
Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming
IEEE Transactions on Signal Processing, v.61, (5), November 2012
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong Article
Multi-portfolio Optimization: A Potential Game Approach
IEEE Transactions on Signal Processing, v.61, (22), November 2013, p. 5590-5602
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel Article
Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid
IEEE Transactions on Signal Processing, v. 61, (10), May 2013, p. 2454-2472
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R. Article
On MMSE Crossing Properties and Implications in Parallel Vector Gaussian Channels
IEEE Transactions on Information Theory, v.59, (2), February 2013, article number 6332518, p. 818-844
Bustin, Ronit; Payaro, Miquel; P. Palomar, Daniel; Shamai (shitz), Shlomo Article
Robust MIMO Cognitive Radio Systems Under Interference Temperature Constraints
IEEE Journal on Selected Areas in Communications, v. 31, (11), 2013, article number 6635261, p. 2465-2482
Yang, Yang; Scutari, Gesualdo; Song, Peiran; P. Palomar, Daniel Article
Robust MIMO Precoding for Several Classes of Channel Uncertainty
IEEE Transactions on Signal Processing, v. 61, (12), June 2013, p. 3056-3070
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel Article
Universal Binary Semidefinite Relaxation for ML Signal Detection
IEEE Transactions on Communications, v.61, (11), November 2013, p. 4565-4576
Fan, Xiaopeng; Song, Junxiao; P. Palomar, Daniel; Au, Oscar C L Article
Cooperative Day-ahead Bidding Strategies for Demand-side Expected Cost Minimization
2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 5224-5228
Atzeni, Italo; Ordó?ez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R. Conference paper
Decomposition by Partial Linearization in Multiuser Systems
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4424-4428
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi Conference paper
Parallel Stochastic Decomposition Algorithms for Multi-agent Systems
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2013, article number 6612036, p. 180-184
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Robust Adaptive Beamforming with Imprecise Steering Vector and Noise Covariance Matrix Due to Finite Sample Size
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638366, p. 3789-3790
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier Conference paper
Robust MIMO Cognitive Radio Systems under Temperature Interference Constraints
ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4504-4508
Yang, Yang; Song, Peiran; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Robust MIMO Precoding for the Schatten Norm Based Channel Uncertainty Sets
GLOBECOM - IEEE Global Telecommunications Conference, 2013, article number 6831597, p. 3394-3399
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjoern; P. Palomar, Daniel Conference paper
Robust Order Execution under Box Uncertainty Sets
2013 Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 44-48
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco Conference paper

2012 11

Array Gain in the DMT Framework for MIMO Channels
IEEE Transactions on Information Theory, v. 58, (7), July 2012, p. 4577-4593
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier Article
Performance Analysis and Optimal Selection of Large Minimum Variance Portfolios Under Estimation Risk
IEEE Journal of Selected Topics in Signal Processing, v. 6, (4), August 2012, p. 337-350
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel Article
Majorization Theory with Applications in Signal Processing and Communication Systems
Mathematical Foundations for Signal Processing, Communications, and Networking / Edited by Erchin Serpedin, Thomas Chen, Dinesh Rajan. . Boca Raton, FL : CRC Press, 2012, p. 561-598, Ch. 16
Wang, Jiaheng; P. Palomar, Daniel Book chapter
Monotone Games for Cognitive Radio Systems
Distributed Decision Making and Control / Johansson R., Rantzer A. (eds). London : Springer, 2012, Book series: Lecture Notes in Control and Information Sciences, v. 417
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jong-Shi Book chapter
Calibration of high-dimensional precision matrices under quadratic loss
2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, 25-30 March 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel Conference paper
Day-ahead bidding strategies for demand-side expected cost minimization
IEEE International Conference on Smart Grid Communications, SmartGridComm, v. 2012, November 2012, article number 6485965, p. 91-96
Atzeni, Italo; Ordonez, Luis G.; Scutari, G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Lifetime maximization for beamforming applications in wireless sensor networks
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288511, p. 2849-2852
Bejar, Benjamin; Zazo, Santiago; P. Palomar, Daniel Conference paper
Lorentz-positive mapswith applications to robust MISO downlink beamforming
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288499, p. 2801-2804
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong Conference paper
Multi-portfolio optimization: A potential game approach
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, v. 75, 2012, p. 182-189
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel Conference paper
Optimal Order Execution for Algorithmic Trading: A CVaR Approach
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2012, June 2012, article number 6292954, p. 480-484
Feng, Yiyong; Rubio, Francisco; P. Palomar, Daniel Conference paper
Robust maximin MIMO precoding for arbitrary convex uncertainty sets
Proceddings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, article number 6288557, p. 3045-3048
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel Conference paper

2011 9

Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection
IEEE transactions on signal processing, v. 59, (1), January 2011, p. 172-185
De maio, Antonio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso Article
Generalized Likelihood Ratios for Testing the Properness of Quaternion Gaussian Vectors
IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1356-1370
Via, Javier; P. Palomar, Daniel; Vielva, Luis Article
Quaternion ICA From Second-Order Statistics
IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1586-1600
Via, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaria, Ignacio Article
Robust MIMO Cognitive Radio Via Game Theory
IEEE transactions on signal processing, v. 59, (3), March 2011, p. 1183-1201
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel Article
Asymptotic analysis and consistent estimation of high-dimensional Markowitz portfolios
2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP, Puerto Rico : IEEE, 2011, p. 25-28, Article number 6135998
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel Conference paper
Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach
International Conference on NETwork Games, Control and Optimization, NetGCooP 2011, France : IEEE, 2011, Article number 6103878
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jongshi Conference paper
DMA tradeoff for the MIMO static half-duplex relay
2011 IEEE 12th International Workshop on Signal Processing Advances in Wireless Communications, San Francisco, CA, USA, 26-29 June 2011
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Fundamental diversity, multiplexing, and array gain tradeoff under different MIMO channel models
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, May 2011, article number 5946715, p. 3252-3255
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Maximum likelihood ICA of quaternion Gaussian vectors
International Conference on Acoustics Speech and Signal Processing ICASSP, v. 2012, May 2011, article number 5947294, p. 4260-4263
Vía, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaría, I. Conference paper

2010 14

Code Design for Radar STAP via Optimization Theory
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 679-694
De maio, Antonio; De nicola, Silvio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso Article
Convex optimization, game theory, and variational inequality theory
IEEE Signal Processing Magazine, v. 27, (3), May 2010, p. 35-49
Scutari, G.; P. Palomar, Daniel; Facchinei, F.; Pang, J.S. Article
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
IEEE transactions on signal processing, v. 58, (6), June 2010, article number 5411806, p. 3251-3271
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco Article
MIMO Cognitive Radio: A Game Theoretical Approach
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 761-780
Scutari, Gesualdo; P. Palomar, Daniel Article
On the computation of the capacity region of the discrete MAC
IEEE Transactions on Communications, v. 58, (12), December 2010, p. 3512-3525
Calvo, Eduard; P. Palomar, Daniel; Fonollosa, Javier Rodriguez; Vidal, Josep Article
Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming
IEEE transactions on signal processing, v. 58, (2), February 2010, p. 664-678
Huang, Yongwei; P. Palomar, Daniel Article
Robust MMSE precoding in MIMO channels with pre-fixed receivers
IEEE transactions on signal processing, v. 58, (11), July 2010, p. 5802-5818
Wang, Jiaheng; P. Palomar, Danel Article
Competitive optimization of cognitive radio MIMO systems via game theory
Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009, p. 387-442, Ch. 11
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Book chapter
A dual perspective on separable semidefinite programming with applications to optimal beamforming
IEEE International Conference on Acoustics, Speech and Signal Processing, v. 2010, March 2010, article number 5496110, p. 3062-3065
Huang, Yongwei; P. Palomar, Daniel Conference paper
Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach
2010 IEEE International Conference on Acoustics, Speech and Signal Processing, March 2010, article number 5496127, p. 2994-2997
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco Conference paper
Independent component analysis of quaternion Gaussian vectors
IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM, v. 2010, October 2010, article number 5606718, p. 145-148
Via, Javier; Vielva, Luis; Santamaria, Ignacio; P. Palomar, Daniel Conference paper
On MMSE properties and I-MMSE implications in parallel MIMO Gaussian channels
2010 IEEE International Symposium on Information Theory, Austin, TX, USA, 13-18 June 2010
Bustin, R.; Payaró, M.; P. Palomar, Daniel; Shamai, S. Conference paper
On the diversity, multiplexing, and array gain tradeoff in MIMO channels
IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513472, p. 2183-2187
Ordó?ez, L.G.; P. Palomar, Daniel; Fonollosa, J.R. Conference paper
Robust cognitive radio via game theory
IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513386, p. 2073-2077
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel Conference paper

2009 14

Energy-robustness tradeoff in cellular network power control
IEEE/ACM Transactions on Networking, v. 17, (3), June 2009, p. 912-925
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Article
Flexible Design of Cognitive Radio Wireless Systems
IEEE Signal Processing Magazine, v. 26, (5), September 2009, p. 107-203
Scutari, Gesualdo; P. Palomar, Daniel; Pang, Jong-Shi; Facchinei, Francisco Article
Hessian and concavity of mutual information, differential entropy, and entropy power in linear vector gaussian channels
IEEE Transactions on Information Theory, v. 55, (8), August 2009, p. 3613-3628
Payaro, Miquel; P. Palomar, Daniel Article
Joint bit allocation and precoding for MIMO systems with decision feedback detection
IEEE Transactions on Signal Processing, v. 57, (11), November 2009, p. 4509-4521
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn Article
Minimum BER linear MIMO transceivers with adaptive number of substreams
IEEE Transactions on Signal Processing, v. 57, (6), June 2009, p. 2336-2353
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Rodriguez fonollosa, Javier Article
Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems
IEEE Transactions on Signal Processing, v. 57, (2), February 2009, p. 672-689
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier Article
The MIMO Iterative Waterfilling Algorithm
IEEE transactions on signal processing, v. 57, (5), May 2009, p. 1917-1935
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Worst-case robust MIMO transmission with imperfect channel knowledge
IEEE Transactions on Signal Processing, v. 57, (8), August 2009, p. 3086-3100
Wang, Jiaheng; P. Palomar, Daniel Article
Convex Optimization in Signal Processing and Communications
Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009.
P. Palomar, Daniel; Eldar, Yonina Book
Competitive Optimization of Cognitive Radio MIMO Systems via Game Theory
International Conference on Game Theory for Networks, GameNets, v. 2009, May 2009, article number 5137432, p. 452-461
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Conference paper
Maximin robust design for MIMO communication systems against imperfect CSIT
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2009, April 2009, article number 4960104, p. 2397-2400
Wang, Jiaheng; P. Palomar, Daniel Conference paper
On optimal precoding in linear vector gaussian channels with arbitrary input distribution
IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206040, p. 1085-1089
Payaró, M.; P. Palomar, Daniel Conference paper
Optimal bit loading for MIMO systems with decision feedback detection
IEEE Vehicular Technology Conference, v. 2009, April 2009, article number 5073744
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn Conference paper
Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design
IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206038, p. 2432-2436
Huang, Yongwei; P. Palomar, Daniel Conference paper

2008 17

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels
IEEE Transactions on Information Theory, v. 54, (7), July 2008, p. 2868-2878
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Cognitive MIMO Radio: Competitive Optimality Design Based on Subspace Projections
IEEE Signal Processing Magazine, v. 25, (6), November 2008, p. 46-59
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Competitive design of multiuser MIMO systems based on game theory: A unified view
IEEE journal on selected areas in communications, v. 26, (7), August 2008, p. 1089-1103
Scutari, Gesualdo; P. Palomar, Daniel P.; Barbarossa, Sergio Article
Game theory in communication systems
IEEE Journal on Selected Areas in Communications, v. 26, (7), September 2008, article number 4604730, p. 1042-1046
Huang, Jianwei; P. Palomar, Daniel; Mandayam, Narayan B.; Wicker, Stephen B.; Walrand, Jean; Basar, Tamer Article
Lautum information
IEEE Transactions on Information Theory, v. 54, (3), March 2008, p. 964-975
P. Palomar, Daniel; Verdu, Sergio Article
Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I: Nash equilibria
IEEE transactions on signal processing, v. 56, (3), March 2008, p. 1230-1249
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Optimal linear precoding strategies for wideband non-cooperative systems based on game theory - Part II: Algorithms
IEEE Transactions on Signal Processing, v. 56, (3), March 2008, p. 1250-1267
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Article
Statistically robust design of linear MIMO transceivers
IEEE transactions on signal processing, v. 56, August 2008, p. 3678-3689
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern Article
A multivariate generalization of Costa's entropy power inequality
International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 595155, p. 1088-1092
Payaró, Miquel; P. Palomar, Daniel Conference paper
Competitive Design of Multiuser MIMO Interference Systems Based on Game Theory: A Unified Framework
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2008, March 2008, article number 4518875, p. 5376-5379
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio Conference paper
Image deblocking using convex optimization
International Conference on Image Processing, ICIP, v. 2008, October 2008, article number 4712463, p. 3148-3135
Guo, Liwei; Au, Chi Lim; Ma, Mengyao; Fan, Xiaopeng; Wong, Peter H.W.; P. Palomar, Daniel Conference paper
MIMO cognitive radio: A game theoretical approach
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2008, July 2008, article number 4641643, p. 426-430
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Objective assessment of audio quality
IET Conference Publications, v. 539 CP, v. 2008, p. 37-42
P. Palomar, Daniel; Skehill, R.; Rice, I.; Picovici, D.; Mcgrath, S. Conference paper
Ordered Eigenvalues of a General Class of Hermitian Random Matrices and Performance Analysis of MIMO Systems
IEEE International Conference on Communications, ICC, v. 2008, May 2008, article number 4533758, p. 3846-3852
Garcia-ordonez, Luis; P. Palomar, Daniel; Fonollosa, Javier R. Conference paper
Patterned complex-valued matrix derivatives
IEEE Sensor Array and Multichannel Signal Processing Workshop, v. 2008, July 2008, article number 4606875, p. 293-297
Hj?rungnes, A.; P. Palomar, Daniel Conference paper
Practical implementation of jointly designed transmit-receive space-time IIR filters
Proceedings of the Sixth International Symposium on Signal Processing and its Applications, IEEE. New York : IEEE, 2001, p. 521-524
P. Palomar, Daniel; Lagunas, Miguel Angel; Pascual, Antonio; Neira, Ana Pérez Conference paper
The computation of the capacity region of the discrete degraded BC is a nonconvex DC problem
IEEE International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 4595282, p. 1721-1725
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J. Conference paper

2007 15

Alternative distributed algorithms for network utility maximization: Framework and applications
IEEE Transactions on Automatic Control, v. 52, (12), December 2007, p. 2254-2269
P. Palomar, Daniel; Chiang, Mung Article
High-SNR analytical performance of spatial multiplexing MIMO systems with CSI
IEEE Transactions on Signal Processing, v. 55, (11), November 2007, p. 5447-5463
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Fonollosa, Javier Rodriguez Article
Power control by geometric programming
IEEE Transactions on Wireless Communications, v. 6, (7), July 2007, p. 2640-2651
Chiang, Mung; Tan, Chee Wei; P. Palomar, Daniel; O'neill, Daniel; Julian, David Article
Representation of mutual information via input estimates
IEEE Transactions on Information Theory, v. 53, (2), February 2007, p. 453-470
P. Palomar, Daniel; Verdu, Sergio Article
Adaptive orthogonal beamforming for the MIMO broadcast channel
2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP 2007, v. 2007, December 2007, article number 4497969, p. 77-80
Duplicy, J.; P. Palomar, Daniel; Vandendorpe, L. Conference paper
Asynchronous iterative waterfilling for Gaussian frequency-selective interference channels: A unified framework
Information Theory and Applications Workshop, ITA, v. 2007, February 2007, article number 4357602, p. 349-358
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Decision feedback based transceiver optimization for MIMO intersymbol interference channels
Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487171, p. 88-92
Jiang, Yi; Varanasi, Mahesh K.; P. Palomar, Daniel Conference paper
Distributed totally asynchronous iterative waterfilling for wddeband interference channel with time/frequency offset
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2007, April 2007, article number 4218353, p. IV1325-IV1328
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Exploiting hidden convexity for flexible and robust resource allocation in cellular networks
IEEE International Conference on Computer Communications, INFCOM, v. 2007, May 2007, article number 4215699, p. 964-972
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Conference paper
On equal constellation minimum BER linear MIMO transceivers
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217686, p. 221-224
Ordó?ez, L.G.; P. Palomar, Daniel; Pagès-Zamora, Alba; Fonollosa, Javier R. Conference paper
Optimal decentralized linear precoding for wideband non-cooperative interference systems based on game theory
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP, v. 2007, December 2007, article number 4497971, p. 85-88
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Precoder optimization for Nonlinear MIMO transceiver based on arbitrary cost function
Annual Conference on Information Sciences and Systems, CISS, v. 1-2, 2007, article number 4298284, p. 119-124
Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh K. Conference paper
Robust MAC MIMO transceiver design with partial CSIT and CSIR
Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487222, p. 324-328
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern Conference paper
The computation of the capacity region of the discrete MAC is a rank-one non-convex optimization problem
IEEE International Symposium on Information Theory, ISIT, v. 2007, June 2007, article number 4557578, p. 2396-2400
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J. Conference paper
Unified theory of complex-valued matrix differentiation
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217717, p. 345-348
Hj?rungnes, Are; Gesbert, David; P. Palomar, Daniel Conference paper

2006 11

A robust maximin approach for MIMO communications with imperfect channel state information based on convex optimization
IEEE Transactions on Signal Processing, v. 54, (1), January 2006, p. 346-360
Pascual-iserte, A.; P. Palomar, Daniel; Pérez-neira, Ana I.; Lagunas, Miguel A. Article
A tutorial on decomposition methods for network utility maximization
IEEE Journal on Selected Areas in Communications, v. 24, (8), August 2006, p. 1439-1451
P. Palomar, Daniel; Chiang, M. Article
Gradient of mutual information in linear vector Gaussian channels
IEEE Transactions on Information Theory, v. 52, (1), January 2006, p. 141-154
P. Palomar, Daniel; Verdú, S. Article
MIMO Transceiver Design via Majorization Theory
MIMO Transceiver Design via Majorization Theory / Daniel P. Palomar, Yi Jiang. Now Foundations and Trends, 2007. Book series: Foundations and Trends in Communications and Information Theory, v.3, no.4-5
P. Palomar, Daniel; Jiang, Yi Book
Alternative decompositions for distributed maximization of network utility: Framework and applications
EEE International Conference on Computer Communications, INF0COM, v. 2006, April 2006, article number 4146910, p. 2036-2048
P. Palomar, Daniel; Chiang, M. Conference paper
Asynchronous iterative water-filling for Gaussian frequency-selective interference channels: A unified framework
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2006, July 2006, article number 4153949, p. 532-536
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper
Distributed optimization of coupled systems with applications to network utility maximization
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 5, May 2006, article number 1661442, p. V981-V984
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Conference paper
Lautum information
IEEE Information Theory Workshop, ITW, v. 2006, March 2006, article number 1633769, p. 1-5
P. Palomar, Daniel; Verdú, S. Conference paper
Potential games: A framework for vector power control problems with coupled constraints
IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2006, May 2006, article number 1660950, p. IV241-IV244
Scutari, G.; Barbarossa, S.; P. Palomar, Daniel Conference paper
Robust design of linear MIMO transceivers under channel uncertainty
2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 4, May 2006, article number 1660909, p. IV77-IV80
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bj?rn E. Conference paper
Simultaneous iterative water-filling for Gaussian frequency-selective interference channels
IEEE International Symposium on Information Theory, ISIT, v. 2006, July 2006, article number 4036033, p. 600-604
Scutari, G.; P. Palomar, Daniel; Barbarossa, S. Conference paper

2005 11

Convex primal decomposition for multicarrier linear MIMO transceivers
IEEE Transactions on Signal Processing, v. 53, (12), December 2005, p. 4664-4674
P. Palomar, Daniel Article
Designing MIMO communication systems: Constellation choice and linear transceiver design
IEEE Transactions on Signal Processing, v. 53, (10), October 2005, p. 3804-3818
P. Palomar, Daniel; Barbarossa, S. Article
Minimum BER Linear Transceivers for MIMO Channels via Primal Decomposition
IEEE Transactions on Signal Processing, v. 53, (8), August 2005, p. 2866-2882
P. Palomar, Daniel; Bengtsson, Mats; Ottersten, Bj?rn Article
Practical algorithms for a family of waterfilling Solutions
IEEE Transactions on Signal Processing, v. 53, (2), February 2005, p. 686-695
P. Palomar, Daniel; Fonollosa, J.R. Article
Convex Optimization Theory Applied to Joint Transmitter-Receiver Design in MIMO Channels
Space‐Time Processing for MIMO Communications / Edited by A. B. Gershman and N. Sidiropoulos. West Sussex : John Wily & Sons, Ltd., 2005, p. 269-317, Ch. 8
P. Palomar, Daniel; Pascual-iserte, A.; Cioffi, John M.; Lagunas, Miguel A. Book chapter
Unified design of linear transceivers for MIMO channels
Smart Antennas Stateof-the-Art / Edited by T. Kaiser, A. Bourdoux, H. Boche, J. R. Fonollosa, J. B. Andersen, and W. Utschick. New York : Hindawi Publishing Corporation, 2005, p. 349-374, Ch. 18. Eurasip Book Series on Signal Processing and Communications, v. 3
P. Palomar, Daniel Book chapter
Alternative decompositions and distributed algorithms for network utility maximization
GLOBECOM'05: IEEE Global Telecommunications Conference, v. 5, November 2005, article number 1578224, p. 2563-2568
P. Palomar, Daniel; Chiang, M. Conference paper
Analytical BER performance in spatial multiplexing MIMO systems
IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2005, June 2005, article number 1506067, p. 460-464
García-ordó?ez, L.; P. Palomar, Daniel; Pagès-zamora, A.; Fonollosa, J.R. Conference paper
Estimation-Theoretic Representation of Mutual Information
43rd Annual Allerton Conference on Communication, Control and Computing 2005, v. 4, September 2005, p. 2013-2022
P. Palomar, Daniel; Verdú, Sergio Conference paper
Robust design of linear MIMO transceiver for low SNR
Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2005, October 2005, article number 1599776, p. 398-402
Zhang, Xi; P. Palomar, Daniel; Ottersten, B. Conference paper
Solving nonconvex power control problems in wireless networks: low SIR regime and distributed algorithms
GLOBECOM - IEEE Global Telecommunications Conference, v. 2005, November 2005, article number 1578413, p. 3445-3450
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung Conference paper

2004 3

Optimum linear joint transmit-receive processing for MIMO channels with QoS constraints
IEEE Transactions on Signal Processing, v. 52, (5), May 2004, p. 1179-1197
P. Palomar, Daniel; Lagunas, M.A.; Cioffi, J.M. Article
Unified framework for linear MIMO transceivers with shaping constraints
IEEE Communications Letters, v. 8, (12), December 2004, p. 697-699
P. Palomar, Daniel Article
Decode-and-Forward Protocol for Cooperative Diversity in Multi-Antenna Wireless Networks
CISS 2004: 38th Annual Conference on Information Sciences and Systems, Princeton, New Jersey, March 2004
P. Palomar, Daniel; Agustín, Adrian; Mu?oz, Olga; Vidal, Josep Conference paper

2003 6

Joint transmit-receive space-time equalization in spatially correlated MIMO channels: A beamforming approach
IEEE Journal on Selected Areas in Communications, v. 21, (5), June 2003, p. 730-743
P. Palomar, Daniel; Lagunas, M.A. Article
Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization
IEEE Transactions on Signal Processing, v. 51, (9), September 2003, p. 2381-2401
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A. Article
Uniform power allocation in MIMO channels: A game-theoretic approach
IEEE Transactions on Information Theory, v. 49, (7), July 2003, p. 1707-1727
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A. Article
Convex optimization theory applied to joint beamforming design in multicarrier MIMO channels
International Conference on Communications, ICC, v. 2003, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.; Iserte, A.P. Conference paper
Real-Time Scheduling for Wireless Multiuser MISO Systems under different Fairness Criteria
7th International Symposium on Signal Processing and Its Applications, ISSPA 2003, v. 1, July 2003, article number 1224678, p. 213-216
Bartolomé, Diego; P. Palomar, Daniel; Pérez-neira, Ana I. Conference paper
Uniform power allocation in MIMO channels: A game-theoretic approach
International Conference on Communications, ICC 2003, v. 4, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A. Conference paper

2002 2

Optimum joint transmit-receive linear processing for vectored DSL transmission with QoS requirements
Conference Record of the Asilomar Conference on Signals, Systems and Computers, v. 1, November 2002, p. 388-392
P. Palomar, Daniel; Lagunas, Miguel Angel; Cioffi, John M. Conference paper
Power Allocation Techniques for Joint Beamforming in OFDM-MIMO Channels
European Signal Processing Conference, v. 2002-March, March 2002, article number 7072041
Iserte, Antonio Pascual; Pérez-neira, Ana I.; P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper

2001 4

Temporal diversity on DS-CDMA communication systems for blind array signal processing
Signal Processing, v. 81, (8), August 2001, p. 1625-1640
P. Palomar, Daniel; Lagunas, Miguel Angel Article
Capacity of spatially flattened frequency-selective MIMO channels using linear processing techniques in transmission
35th IEEE Annual Conference on Information Sciences and Systems (CISS 2001), The John Hopkins University, Baltimore, MD, 21-23 March 2001
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper
Capacity results of spatially correlated frequency-selective MIMO channels in UMTS
IEEE Vehicular Technology Conference, v. 2, (54ND), October 2001, p. 553-557
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel Conference paper
Information-theoretic results for realistic UMTS MIMO channels
IST Mobile Communications Summit 2001, Barcelona, Spain, 1-4 October 2001
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel Conference paper

2000 6

Self-reference Spatial Diversity Processing for Spread Spectrum Communications
AEü International Journal of Electronics and Communications, v. 54, (5), November 2000, p. 267-276
P. Palomar, Daniel; Nájar, Montse; Lagunas, Miguel Angel Article
Diversidad espacio/tiempo en transmisión-recepción para comunicaciones móviles
XV Simposium Nacional de la Union Cientifica International de Radio, URSI 2000, Zaragoza, Spain, 13-15 September 2000
Lagunas, Miguel Angel; P. Palomar, Daniel; Pérez neira, Ana I. Conference paper
MMSE joint detection in frequency-selective wireless communication channels for DS-CDMA systems
EEE International Symposium on Spread Spectrum Techniques and Applications,, v. 2, 2000, p. 530-534
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel A. Conference paper
Optimum self-reference spatial diversity processing for FDSS and FH communication systems
10th European Signal Processing Conference, EUSIPCO 2000, Tampere; Finland, 4-8 September 2000
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper
Self-reference beamforming for DS-CDMA communication systems
IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 5, 2000, article number 861166, p. 3001-3004
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper
Self-reference Spatial Diversity Processing for Spread Spectrum Communications
International Symposium on Image/Video Communications over Fixed and Mobile Networks (ISIVC 2000), Rabat, Morocco, 17-20 April 2000
P. Palomar, Daniel; Lagunas, Miguel Angel; Nájar, Montse Conference paper

1999 2

Re-optimization of LPC filters for multi-pulse coded excitation
Electronics Letters, v. 35, (13), June 1999, p. 1058-1059
P. Palomar, Daniel; Price, M.; Sandler, M. Article
Blind beamforming for DS-CDMA systems
The Fifth Bayona Workshop on Emerging Technologies in Telecommunications, Bayona, Spain, 6-8 September 1999
P. Palomar, Daniel; Lagunas, Miguel Angel Conference paper


No Publications






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 3 2020-21 Summer 0 2020-21 Spring 7 2020-21 Winter 0 2020-21 Fall 6

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ELEC5470 Convex Optimization
IEDA5470 Convex Optimization
MAFS5310 Portfolio Optimization with R


ELEC2910 Academic and Professional Development I
ELEC3180 Data-Driven Portfolio Optimization
ELEC3910 Academic and Professional Development II
ELEC4900 Final Year Design Project
IEDA3180 Data-Driven Portfolio Optimization
IEDA4920 Decision Analytics Final Year Project
MFIT5009 Optimization in FinTech


ELEC2910 Academic and Professional Development I
ELEC3910 Academic and Professional Development II
ELEC5470 Convex Optimization
IEDA4920 Decision Analytics Final Year Project
IEDA6100A Convex Optimization
MAFS5310 Portfolio Optimization with R


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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All Supervisions Current RPGs Graduated RPGs

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Current RPGs

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Doctor of Philosophy SHAH, Syed Awais Wahab
Electronic and Computer Engineering( 2021 - )

SHI, Runhao
Electronic and Computer Engineering( 2021 - )

XIU, Shengjie
Electronic and Computer Engineering( 2020 - )

DE MIRANDA CARDOSO, Jose Vinicius
Electronic and Computer Engineering( 2019 - )

WANG, Xiwen
Electronic and Computer Engineering( 2019 - )

YING, Jiaxi
Electronic and Computer Engineering( 2018 - )

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Master of Philosophy DONG, Ziyuan
Electronic and Computer Engineering( 2020 - )

KHAN, Irtaza Ahmad
Electronic and Computer Engineering( 2018 - )

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Graduated RPGs

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Doctor of Philosophy ZHOU, Rui
Electronic and Computer Engineering( Completed in 2021 )

LIU, Junyan
Electronic and Computer Engineering( Completed in 2020 )

ZHAO, Ziping
Electronic and Computer Engineering( Completed in 2019 )

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Master of Philosophy WANG, Yiwei
Electronic and Computer Engineering( Completed in 2019 )









ProjectsFrom January 2020 to December 2022

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All Projects 5 Leading Projects 4 Participating Projects 1

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Data-Driven Methods For Large-Scale Network Inference


大規模網絡推理的數據驅動方法 Leading


RGC - General Research Fund


Project Team (HKUST)
P. PALOMAR Daniel (Lead)


2021 -




Deep learning models for predicting antigenic properties of influenza


預測流感抗原特性的深度學習模型 Leading


RGC - General Research Fund


Project Team (HKUST)
P. PALOMAR Daniel (Lead)


2020 -




Optimization Methods for Structured Graph Learning via Spectral Constraints


基于譜約束的結構化圖學習的優化方法 Leading


RGC - General Research Fund


Project Team (HKUST)
P. PALOMAR Daniel (Lead)


2020 -




Portfolio Optimization: From Wireless Communications to Financial Engineering


投資組合最優化：從無線通信到金融工程 Leading


RGC - General Research Fund


Project Team (HKUST)
P. PALOMAR Daniel (Lead)


2017 - 2020




Smart urban water supply systems (Smart UWSS)


智慧型城市供水系統 Participating


RGC - Theme-based Research Scheme


Project Team (HKUST)
GHIDAOUI Mohamed Salah Ben Habib (Lead)
DIMITRAKOPOULOS Ilias
KATAFYGIOTIS Lambros
MURCH Ross
P. PALOMAR Daniel
XU Kun
ZHANG Xin


2016 - 2020