个人简述：
黄博士主要从事信号处理和最优化理论与算法研究工作。曾在香港科技大学，香港中文大学，意大利那不勒斯“腓特烈二世”大学等学校以博士后，副研究员，访问研究员等身份从事研究工作。已在IEEE杂志上发表22篇论文，其中包括信号处理国际顶级杂志IEEETransactions on Signal Processing 的18篇论文(含1篇ESI的highly-cited论文)，和IEEE杂志：IEEETransactions Wireless Communications，IEEE Transactions on Aerospace and Electronic System，IEEE SignalProcessing Letters 的数篇论文。有关最优化算法、理论与分析的结果，发表在运筹学与最优化领域的顶级杂志如：SIAMJournal on Optimization(JCR一区)，MathematicalProgramming: Series A，Mathematicsof Operations Research。为两本书以一作撰写章节(一本由CRC Press，另一本由Cambridge UniversityPress出版)。目前已有33篇论文被SCI检索。根据Google ScholarCitations数据，H-index为17，文章被引用次数为1120次 (至2016年9月)。论文合作者包括罗智泉教授, DanielPalomar, Antonio De Maio, Alfonso Farina等IEEE fellows, 以及张树中教授(美国)，Wing-KinMa教授(香港)等。自主开发软件DCMP，提供矩阵秩一分解的特别算法，解决半正定规划低秩解的问题，具体研究情况和软件下载详见：http://www.ece.ust.hk/~eeyw/dcmp/paper.html。主持和参与过香港RGC研究项目、国家自然科学基金和其它科研项目。曾在两个国际会议上做过特邀报告(Invited Talk)。获得过2007年国际会议Workshop onOptimization and Signal Processing 2007最佳Poster奖。曾在意大利那不勒斯“腓特烈二世”大学为工学院研究生开设“凸优化理论与应用”课程，以及在香港浸会大学为本科生讲授两门课程。目前是IEEE高级会员、SIAM会员和美国数学会“MathematicalReviews”特邀评论员。曾为多个IEEE顶级杂志和最优化顶级杂志提供审稿服务。现任“IEEESignal Processing Letters”杂志的AssociateEditor。
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（2017-2021）
主要著作：
[1] 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.
[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] 黄永伟，《鲁棒优化导论与应用》，科学出版社，2021。
主要论文：
[1] Yongwei Huang and Longtao Zhou, “MISO NOMA Downlink Beamforming Optimization with Per-Antenna Power Constraints,” Signal Processing, Vol. 171, pp. 1-9, February, 2021.
[2] 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.
[3] 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.
[4] Yongwei Huang and Sergiy A. Vorobyov, “An Inner SOCP Approximate Algorithm for Robust Adaptive Beamforming for General-Rank Signal Model,” IEEE Signal Processing Letters, Vol. 25, No. 11, pp. 1735-1739, November 2018.
[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：
国家自然科学基金面上项目，“信号处理中的二次非凸优化问题研究”，编号11871168
