姓名 宋恩彬教授 研究方向 应用统计、信息融合、大数据中的最优化方法与机器学习
办公室数学学院东209 电子邮件ebsong@scu.edu.cn
个人主页：http://songenbin.weebly.com/
教育经历
时间 单位 学位
2002-2007四川大学硕士、博士
工作经历
时间 单位 职务
2007.7-2009.11 四川大学计算机学院 博士后、讲师
2009.11-2014.6 四川大学数学学院 副教授
2010.4-2011.5 University of Minnesota 博士后、研究助理
2012.10-2012.12 中国科学院计算数学研究所 访问****
2013.12-2014.2 香港中文大学 访问****
2014.7-至今 四川大学数学学院 教授
代表论文及著作
My Google Scholar Citation
1.Linxia Zhang, Dunbiao Niu, Enbin Song, Jie Zhou, Qingjiang Shi, Yunmin Zhu,JointOptimization of Dimension Assignment and Compression in Distributed Estimation Fusion,IEEE Transactions on Signal Processing 67 (9), 2453-2468, 2019.
2.Enbin Song,Qingjiang Shi, Yunmin Zhu, Jianxin Pan, Robust hypothesis testing for asymmetric nominal densities under a relative entropy tolerance,SCIENTIA SINICA Mathematica 61 (10), 1851-1880,2018.
3.Enbin Song,Qingjiang Shi, Yunmin Zhu, Acceleration of block coordinate descent method achieves the O(1/k^2) rate of convergence for a convex function with block coordinate strong convexity,SCIENTIA SINICA Mathematica 46 (10), 1499-1506，2016.
4.Yafeng, Liu，Mingyi, Hong，Enbin Song, Sample approximation-based deflation approaches for chance SINR-constrained joint power and admission control,IEEE Transactions on Wireless Communications 15 (7), 4535-4547,2016.
5.Yongxin Gao，Xiaorong, Li, Enbin Song, Robust linear estimation fusion with allowable unknown cross-covariance,IEEE Transactions on Systems, Man, and Cybernetics: Systems 46 (9), 1314-1325, 2015.
6.Qingjiang Shi, Weiqiang Xu, Jinsong Wu, Enbin Song, Yaming Wang, Secure beamforming for MIMO broadcasting with wireless information and power transfer, IEEE Transactions on Wireless Communications 14 (5), 2841-2853, 2015.
7.Qingjiang Shi, Weiqiang Xu, Tsung-Hui Chang, Yongchao Wang, Enbin Song, Joint beamforming and power splitting for MISO interference channel with SWIPT: An SOCP relaxation and decentralized algorithm,IEEE Transactions on Signal Processing 62 (23), 6194-6208, 2014.
8.Shuai Ma, Mingyi Hong, Enbin Song, Xiangfeng Wang, Dechun Sun, Outage constrained robust secure transmission for MISO wiretap channels,IEEE Transactions on Wireless Communications 13 (10), 5558-5570, 2014.
9.Enbin Song, Jie Xu, Yunmin Zhu, Optimal distributed Kalman filtering fusion with singular covariances of filtering errors and measurement noises,IEEE Transactions on Automatic Control 59 (5), 1271-1282, 2014.
10.Lei Jiao, Enbin Song, Vicent Pla, Frank Y Li, Capacity upper bound of channel assembling in cognitive radio networks with quasistationary primary user activities,IEEE Transactions on Vehicular Technology 62 (4), 1849-1855, 2012.
11.Enbin Song, Qingjiang Shi, Maziar Sanjabi, Ruo-Yu Sun, Zhi-Quan Luo, Robust SINR-constrained MISO downlink beamforming: When is semidefinite programming relaxation tight?,EURASIP Journal on Wireless Communications and Networking 2012 (1), 243, 2012.
12.Jie Xu, Enbin Song, Yingting Luo, Yunmin Zhu, Optimal distributed Kalman filtering fusion algorithm without invertibility of estimation error and sensor noise covariances,IEEE Signal Processing Letters 19 (1), 55-58, 2011.
13.Xiaojing Shen, Yunmin Zhu, Enbin Song, Yingting Luo，Minimizing Euclidian state estimation error for linear uncertain dynamic systems based on multisensor and multi-algorithm fusion, IEEE Transactions on Information Theory 57 (10), 7131-7146, 2011.
14.Enbin Song, Xiaojing Shen, Jie Zhou, Yunmin Zhu, Zhisheng You, Performance analysis of communication direction for two-sensor tandem binary decision system,IEEE Transactions on Information Theory 55 (10), 4777-4785, 2009.
15.Xiaojing Shen, Enbin Song, Yunmin Zhu, Yingting Luo, Globally optimal distributed Kalman fusion with local out-of-sequence-measurement updates,IEEE Transactions on Automatic Control 54 (8), 1928-1934, 2009.
16.Enbin Song, Yunmin Zhu, Jie Zhou and Zhisheng You, Minimum Variance in Biased Estimation With Singular Fisher Information Matrix,IEEE Transactions on signal processing 57 (1), 376-381, 2009.
17.Enbin Song, Yunmin Zhu, Jie Zhou and Zhisheng You, Optimal Kalman filtering fusion with cross-correlated sensor noises,Automatica 43 (8), 1450-1456, 1849-1855, 2007.
18.Enbin Song, Yunmin Zhu, Jie Zhou, Some progress in sensor network decision fusion,Journal of Systems Science and Complexity 20 (2), 293-303, 2007.
19.Enbin Song, Yunmin Zhu, Jie Zhou, Sensors’ optimal dimensionality compression matrix in estimation fusion,Automatica 41 (12), 2131-2139, 2005.
20.Yunmin Zhu, Enbin Song, Jie Zhou, Zhisheng You, Optimal dimensionality reduction of sensor data in multisensor estimation fusion,IEEE Transactions on Signal Processing 53 (5), 1631-1639, 2005.
科研项目(主持项目)
编号 项目名称 来源 时间
19YYJC2576 多无人机协同目标定位算法研究 四川省科学技术厅应用基础项目 2019.1-2021.1
** 多传感器系统估计和判决融合中的维数压缩问题 国家自然科学基金面上项目 2015.1-2018.12
** 多传感器系统中的稳健估计融合 国家自然科学基金青年基金 2010.1-2012.12
主动雷达与被动雷达数据融合中某些关键问题研究 中国博士后科学基金（特别资助金） 2008.9-2009.9
信息融合与处理中的稳健性问题 中国博士后科学基金（一等资助金） 2007.7-2009.7
学术荣誉
2010年,四川省科学技术进步奖一等奖(排名第四)
2009年,全国百篇优秀博士学位论文提名奖