名称：杜慧勤
职称：副研究员
研究方向：无线通信与信号处理
电邮：thuiqin.du@jnu.edu.cn
联系方式：


教育背景
2000.09 -2004.09北京化工大学电子科学及技术本科学士
2004.10-2005.10 University of Southampton, UK M.Sc. in RF communication systems (Distinction)
2006.10-2010.03University of Edinburgh, UK Ph.D. in Digital Communication & Signal Processing


工作经历
2010.08-2012.08 Queen's University Belfast, UK , Research Fellow
?CROWN project（欧盟7th framework项目，总投入230万欧元）
?HiATUS project（欧盟7th framework项目，总投入270万欧元）
?HARP project （欧盟7th framework项目，总投入320万欧元）
?协助导师指导博士生
2012.09-2013.07 University of Edinburgh, UK, Research Fellow
?HiATUS project（欧盟7th framework项目，总投入270万欧元）
?HARP project （欧盟7th framework项目，总投入320万欧元）
?协助导师指导博士生
2013.09 至今 暨南大学 副研究员


讲授课程
本科课程：
线性代数
宽带网络技术
网络多媒体技术
改变生活的通信技术
研究生课程：
无线通信系统与应用


招生意向
欢迎对下一代无线通信系统关键技术的基础理论研究感兴趣的同学攻读研究生学位。
具体内容包括多天线（MIMO）技术，协作通信技术，认知无线电技术，Massive MIMO技术，通信系统中的干扰问题，凸优化问题。
要求：数学功底扎实


科研成果
东南大学移动通信国家重点实验室开放研究基金课题， 2017D12，"基于跨层优化的异构网能源分配算法研究",2017年01月-2018年12月，7万，主持，开题
国家自然科学基金(青年项目),**，“多层异构网中基于残缺信道矩阵的鲁棒性干扰对齐问题研究”，2015年01月-2017年12月，24万元，主持，在研
暨南大学科研培育与创新基金青年基金项, “基于有限反馈信道的稳健型认知无线电收发器的研究”, 2014-2015, 8万元,主持,在研


研究论文
期刊：
1.D. Zhang, Y. Zhang, Z. Wu. And H. Du(通讯作者), “Rank-Constrained Beamforming for MIMO Cognitive Interference Channel”, Mobile Information Systems, 2016 [SCI 收录，2015年影响因子：1.462]
2.W. Liu, Md. Zahurul Islam Sarkar, T. Ratnarajah, H. Du, “Securing Cognitive Radio with a Combined Approach of Beamforming”, IET Coummunication, 2016.
3.Huiqin Du, T. Ratnarajah, M. Sellathurai, C.B. Papadias, "Reweighted Nuclear Norm Approach for Interference Alignment," IEEE Transactions on Communications, vol.61, no.9, pp.3754-3765, September 2013 [SCI 收录，2013年影响因子：1.979]
4.Huiqin Du and Tharm Ratnarajah, "Robust Utility Maximization and Admission Control for MIMO Cognitive Radio Network", IEEE Transactions on Vehicular Technology, vol.62, no.4, pp.1707,1718, May 2013. [SCI 收录，2013年影响因子：2.642]
5.Y. Luo, H. Du, J. Xue, T. Ratnarajah, and D. Wilcox, "On the Performance of Asynchronous Ad-hoc Networks Using Interference Alignment with Renewal Process," IEE Processing on Communications, Vol. 7, Issue 15, pp. 1628–1637, 2013. [SCI 收录，2013年影响因子：0.720]
6.Huiqin Du, and Pei-Jung Chung, "A Probabilistic Approach for Robust Leakage-based MU-MIMO Downlink Beamforming with Imperfect Channel State Information", IEEE Transactions on Wireless Communications, vol.11, no.3, pp. 1239-1247, March 2012. [SCI 收录，2012年影响因子：2.418]
7.Huiqin Du, Tharm Ratnarajah, Marius Pesavento, and Constantinos B. Papadias, "Joint Transceiver Beamforming in MIMO Cognitive Radio Network via Second-Order Cone Programming ", IEEE Transactions on Signal Processing, vol. 60, pp.781-792. February, 2011.[SCI 收录，2011年影响因子：2.813]
8.Pei-Jung Chung, Huiqin Du and Jacek Gondzio，"A Probabilistic Constraint Approach for Robust Transmit Beamforming with Imperfect Channel Information",IEEE Transactions on Signal Processing, vol. 59, issue 6, pp.2773-2783. June, 2011. [SCI 收录，2011年影响因子：2.628]
9.S. Ma, H. Du, T. Ratnarajah, and L Dong, "Robust Joint Signal and Interference Alignment in Cognitive Radio Networks with Ellipsoidal CSI Uncertainties," IEE Processing on Communications, Vol. 7, Issue 13, pp. 1360-1366, Sep. 2013. [SCI 收录，2013年影响因子：0.720]
10.S. Chen, A. Livingston, H.-Q. Du and L. Hanzo, "Adaptive Minimum Symbol Error Rate Beamforming Assisted Detection for Quadrature Amplitude Modulation", IEEE Transactions on Wireless Communications, 7(4), pp. 1140-1145, April 2008[SCI收录，2008年影响因子：3.18 ]
会议：
1.Y. Zhang, D. Zhang, and H. Du, “Rank-constrained beamforming design for underlay cognitive radio network”, IEEE Vehicular Technology (Spring) Conference, 2016-July, July 5, 2016, Nanjing.
2.H. Du, T. Ratnarajah and Mathini Sellathurai, and J Chambers, “Mixed Norm Minimization for MIMO Cellular Interference Channel”, 16th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), June 28-July 01, 2015, Stockholm. [EI收录]
3.H. Du, T. Ratnarajah and Mathini Sellathurai, “Pareto Optimization for MIMO Interference Channel”, IEEE 25th International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC), September 2-5, 2014[EI收录]
4.Y. Luo, H. Du and T. Ratnarajah, "Robust beamforming for two-user MISO broadcasting channel with delayed CSIT," Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop, p 161-164, 2014, 2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, SAM 2014[EI收录]
5.H. Du, T. Ratnarajah, M. Sellathurai, Mathini, and J. Chambers,"Mixed norm minimization for MIMO cellular interference channel," IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v 2015-August, p 635-639, August 27, 2015, SPAWC 2015 - 16th IEEE International Workshop on Signal Processing Advances in Wireless Communications. [EI收录]
6.H. Du and T. Ratnarajah, “Utility Maximization and Admission Control for Multiple-Stream MIMO Cognitive Radio Network”, International Conference on Communication Systems, November 19-21, 2014 [EI收录]
7.H. Du and T. Ratnarajah, “SINR-Interference Tradeoff Beamforming for MISO Cognitive Radio Network”, In IEEE International Wireless Communications and Mobile Computing Conference ( IWCMC 2013), Sardinia, Italy, July 1-5, 2013. [EI收录]
8.H. Du, T. Ratnarajah, M. Sellathurai, and C. B. Papadias “A Robust Interference Alignment Technique for the MIMO Interference Channel with Uncertainties,” In Proc. the IEEE International Conference on Communications (ICC2013), Budapest, Hungary, June 9-13, 2013. [EI收录]
9.H. Du and T. Ratnarajah, “Robust Utility Scheme with Admission Control over MIMO Cognitive Radio Network,” In Proc. the IEEE International Conference on Communications (ICC2013), Budapest, Hungary, June 9-13, 2013. [EI收录]
10.H. Du and T. Ratnarajah, “Joint Frobenius norm and Reweighted Nuclear Norm Minimization for Interference Alignment,” In Proc. the IEEE International Conference on Communications, Budapest, Hungary, June 9-13, 2013. [EI收录]
11.Y. Luo, H. Du, T. Ratnarajah and D. Wilcox, “Performance of Homogeneous and Asynchronous Ad Hoc Network with Interference Alignment,” In Proc. the IEEE International Conference on Communications, Budapest, Hungary, June 9-13, 2013. [EI收录]
12.H. Du and T. Ratnarajah, “On the Nuclear Norm Approach for Interference Alignment,” In Proc. Forty-sixth Annual Asilomar conference on Signals, Systems, and Computers, Pacific Grove, California, Nov. 4-7, 2012. [EI收录]
13.Y. Luo, H. Du, T. Ratnarajah and D. Wilcox, “Performance Analysis of Ad Hoc Networks with Interference Alignment,” In Proc. Forty-sixth Annual Asilomar conference on Signals, Systems, and Computers, Pacific Grove, California, Nov. 4-7, 2012. [EI收录]
14.H. Du and T. Ratnarajah,“Joint Admission Control and Beamforming with Adaptive Modulation for Cognitive Radio network”, In Proc. the IEEE International Conference on Communication (ICC2012), Ottawa, Canada, June 10-15, 2012. [ISTP&EI收录]
15.Pei-Jung Chung and Huiqin Du,“Robust SLNR Downlink Beamforming Based on Markov’s Inequality“, In Proc. the IEEE International Conference on Communication (ICC2012), Ottawa, Canada, June 10-15, 2012. [ISTP&EI收录]
16.H. Du and T. Ratnarajah, “Robust Joint Signal and Interference Alignment for MIMO Cognitive Radio Network, In Proc. the IEEE Wireless Communications and Networking Conference (WCNC2012), April 1-4, 2012, Paris. [EI收录]
17.Huiqin Du and Tharm Ratnarajah, “Robust Transceiver Beamforming in MIMO Cognitive Radio Network via Second-Order Cone Programming”, IEEEWCSP 2011, November 9-11, Nanjing, China. (Invited Paper)[EI收录]
18.Huiqin Du, Tharm Ratnarajah, Haichuan Zhou, and Ying Chang Liang, “Interference Alignment for Peer-to-Peer Underlay MIMO Cognitive Radio Network”, In Proc. Forty-fifth Annual Asilomar conference on Signals, Systems, and Computers, Pacific Grove, California, Nov. 4-7, 2011. [EI收录]
19.H.Du, Tharm Ratnarajah, and C.B. Papadias, "Robust Joint Transceiver Beamforming for Cognitive Radio Network", In Proc. Forty-fifth Annual Asilomar conference on Signals, Systems, and Computers, Pacific Grove, California, Nov. 4-7, 2011. [EI收录]
20.H. Du, and T. Ratnarajah, "Transmit Beamforming in MIMO Cognitive Radio Network via Semidefinite Programming", in IEEE 73rd Vehicular Technology Conference,2011(VTC2011-Spring)[EI收录]
21.H. Du, and P.-J. Chung, "A probabilistic leakage-based beamforming assisted Alamouti code for downlink multi stream MU-MIMO system", in 5th International ICST Conference on Communications and Networking in China(ChinaCom 2010), August 25-27,Beijing, China. [ISTP&EI收录]
22.H.-Q Du, and P.-J. Chung, "Robust Leakage-Based Transmit Beamforming with Probabilistic Constraint for Downlink Multi-User MIMO System", in IEEE Workshop on Statistical Signal Processing (SSP'09).[ ISTP&EI收录]
23.H.-Q Du, and P.-J. Chung, and B. Mulgrew, "Robust Adaptive Modulation With Imperfect Channel Information", in European Signal Processing Conference 2009 (EUSIPCO2009).[EI收录]
24.P.-J. Chung, and H.-Q Du, and J. Gondzio, "A Probabilistic Constraint Approach for Robust Transmit Beamforming with Imperfect Channel Information", in European Signal Processing Conference 2009 (EUSIPCO2009).[EI收录]
25.P.-J. Chung, and H.-Q Du, and J. Gondzio, "A Probabilistic Constraint Approach for Robust Transmit Beamforming with Imperfect Channel Information", Fourth IEEE Workshop on Advanced Signal Processing for Wireless Communication Systems (IEEE WS-ASPWCS 2009), February 12-13 2009, Copenhagen, Denmark.
26.H.-Q, Du, P.-J. Chung, J. Gondzio and B. Mulgrew, "Robust Transmit Beamforming Based on Probabilistic Constraint", In European Signal Processing Conference (EUSIPCO2008), August25-29, Lausanne, Switzerland.[EI收录]
27.S. Chen, H.-Q. Du and L. Hanzo, "Adaptive Minimum Symbol Error Rate Beamforming Assisted Receiver for Quadrature Amplitude Modulation Systems", In IEEE 26th Vehicular Technology Conference (VTC 2006 Spring), 7-10 May 2006, Melbourne, Australia[ISTP&EI收录]