个人简述：

黄永伟教授已在信号处理顶级刊物IEEE Transactions on Signal Processing发表22篇论文。现任Signal Processing （中科院二区，JCR一区）和IEEE Transactions on Signal and Information Processing over Networks（中科院三区，JCR二区）杂志编委。曾担任IEEE信号处理协会“传感器阵列与多通道信号处理”专业技术委员会（IEEE SAM-TC）委员（2017-2022）。曾任IEEE杂志IEEE Signal Processing Letters编委（2016-2020）。主持国家基金面上项目和广东省基金面上项目。出版唯一作者专著《鲁棒优化导论与应用》（科学出版社出版）一部。曾于2009年访问意大利那不勒斯“腓特烈二世”大学，并为该校工学院研究生开设“凸优化理论与应用”暑期课程。入选“珠江人才计划”青年拔尖人才。现为IEEE高级会员和SIAM会员。入选斯坦福大学2023年发布的“全球前2%顶尖科学家”榜单（终身科学影响力，以1960-2022数据计）。个人主页是：http://teacher.gdut.edu.cn/huang

教育背景：

1998年7月，重庆大学，信息与计算科学，学士

2000年7月，重庆大学，运筹学，硕士

2005年8月，香港中文大学，系统工程与工程管理学，博士 (Ph.D)

主要荣誉：

“珠江人才计划”青年拔尖人才（2018年）

 

主要著作：

[1] 黄永伟，《鲁棒优化导论与应用》，科学出版社，2021.09。

[2] Yongwei Huang, “Robust Beamforming Optimization for the Secondary Transmission in a Spectrum Sharing Cognitive Radio Network,” in Spectrum Sharing in Wireless Networks: Fairness, Efficiency, and Security, J. D. Matyjas, S. Kumar, and F. Hu, Eds., CRC Press, 2016, chapter 21.

[3] Yongwei Huang, Antonio De Maio, and Shuzhong Zhang, “Semidefinite Programming, Matrix Decomposition, and Radar Code Design,” in Convex Optimization in Signal Processing and Communications, D. P. Palomar and Y. Eldar, Eds., Cambridge University Press, 2010, chapter 6.

 

主要论文：

[1] Yongwei Huang, Hao Fu, Sergiy A. Vorobyov, and Zhi-Quan Luo, “Robust Adaptive Beamforming via Worst-Case SINR Maximization with Nonconvex Uncertainty Sets,” IEEE Transactions on Signal Processing, Vol. 71, pp. 218-232, March 2023.

[2] Yongwei Huang and Longtao Zhou, “MISO NOMA Downlink Beamforming Optimization with Per-Antenna Power Constraints,” Signal Processing, Vol. 171, pp. 1-9, February, 2021.

[3] Yongwei Huang, Sergiy A. Vorobyov, and Zhi-Quan Luo, “Quadratic Matrix Inequality Approach to Robust Adaptive Beamforming for General-Rank Signal Model,” IEEE Transactions on Signal Processing, Vol. 68, No. 1, pp. 2244-2255, March 2020.

[4] Yongwei Huang, Mingkang Zhou, and Sergiy A. Vorobyov, “New Designs on MVDR Robust Adaptive Beamforming Based on Optimal Steering Vector Estimation,” IEEE Transactions on Signal Processing, Vol. 67, No. 14, pp. 3624-3638, July 2019.

[5] Yongwei Huang and Daniel P. Palomar, “Randomized Algorithms for Optimal Solutions of Double-Sided QCQP with Applications in Signal Processing,” IEEE Transactions on Signal Processing, Vol. 62, No. 5, pp. 1093-1108, March 2014.

[6] Yongwei Huang, Daniel P. Palomar, and Shuzhong Zhang, “Lorentz-Positive Maps and Quadratic Matrix Inequalities with Applications to Robust MISO Transmit Beamforming,” IEEE Transactions on Signal Processing, Vol. 61, No. 5, pp. 1121-1130, March 2013.

[7] Yongwei Huang, Qiang Li, Wing-Kin Ma, and Shuzhong Zhang, “Robust Multicast Beamforming for Spectrum Sharing-based Cognitive Radios,” IEEE Transactions on Signal Processing, Vol. 60, No. 1, pp. 527-533, January 2012.

[8] Yongwei Huang and Daniel P. Palomar, “A Dual Perspective on Separable Semidefinite Programming with Applications to Optimal Downlink Beamforming,” IEEE Transactions on Signal Processing, Vol. 58, No. 8, pp. 4254-4271, August 2010.

[9] Yongwei Huang and Daniel P. Palomar, “Rank-Constrained Separable Semidefinite Programming with Applications to Optimal Beamforming,” IEEE Transactions on Signal Processing, Vol. 58, No. 2, pp. 664-678, February 2010.

[10] Yongwei Huang and Shuzhong Zhang, “Complex Matrix Decomposition and Quadratic Programming,” Mathematics of Operations Research, Vol. 32, No. 3, pp. 758-768, 2007.

 

科研项目：

主持国家自然科学基金面上项目与广东省自然科学基金面上项目

 

教学活动：

1.研究生双语课程：（1）工程矩阵计算与应用；（2）鲁棒优化模型与应用；（3）凸优化理论与应用

2. 本科生课程：（1）专业导论；（2）最优化理论与算法；（3）Operations Research （全英课程）