个人简介
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)
主要著作：
[1] YongweiHuang, “Robust Beamforming Optimization for the Secondary Transmission in aSpectrum Sharing Cognitive Radio Network,” in Spectrum Sharing in WirelessNetworks: Fairness, Efficiency, and Security, J .D. Matyjas, S. Kumar, and F. Hu, Eds., Taylor & Francis LLC, CRC Press,2016, chapter 20.
[2] YongweiHuang, Antonio De Maio, and Shuzhong Zhang, “Semidefinite Programming,Matrix Decomposition, and Radar Code Design,” in Convex Optimization inSignal Processing and Communications, D. P. Palomar and Y. Eldar, Eds.,Cambridge University Press, 2010, chapter 6.
近期论文
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[1] YongweiHuang and Daniel P. Palomar, “Randomized Algorithms for Optimal Solutionsof Double-Sided QCQP with Applications in Signal Processing,” IEEETransactions on Signal Processing, Vol. 62, No. 5, pp. 1093-1108, March2014.
[2] YongweiHuang, Daniel P. Palomar, and Shuzhong Zhang, “Lorentz-Positive Maps andQuadratic Matrix Inequalities with Applications to Robust MISO TransmitBeamforming,” IEEE Transactions on Signal Processing, Vol. 61, No. 5, pp.1121-1130, March 2013.
[3] YongweiHuang, Qiang Li, Wing-Kin Ma, and Shuzhong Zhang, “Robust MulticastBeamforming for Spectrum Sharing-based Cognitive Radios,” IEEETransactions on Signal Processing, Vol. 60, No. 1, pp. 527-533, January2012.
[4] YongweiHuang and Daniel P. Palomar, “A Dual Perspective on Separable SemidefiniteProgramming with Applications to Optimal Downlink Beamforming,” IEEETransactions on Signal Processing, Vol. 58, No. 8, pp. 4254-4271, August2010.
[5] YongweiHuang and Daniel P. Palomar, “Rank-Constrained Separable SemidefiniteProgramming with Applications to Optimal Beamforming,” IEEE Transactions onSignal Processing, Vol. 58, No. 2, pp. 664-678, February 2010.
[6] YongweiHuang and Shuzhong Zhang, “Approximation Algorithms for Indefinite ComplexQuadratic Maximization Problems,” Science in China Series A: Mathematics,Vol. 53, No. 10, pp. 2697-2708, October 2010.
[7] YongweiHuang and Shuzhong Zhang, “Complex Matrix Decomposition and QuadraticProgramming,” Mathematics of Operations Research, Vol. 32, No. 3, pp.758-768, 2007.
[8] YongweiHuang, “Optimality Conditions for Vector Optimization with Set-ValuedMaps,” Bulletin of the Australian Mathematical Society, Vol. 66, No. 1,pp. 317-330, 2002.
[9] YongweiHuang, “A Farkas-Minkowski Type Alternative Theorem and Its Applications toSet-Valued Equilibrium Problems,” Journal of Nonlinear and Convex Analysis,Vol. 3, No. 1, pp. 17-24, 2002.
[10] YongweiHuang, “Generalized Constraint Qualifications and Optimality Conditions forSet-Valued Optimization Problems,” Journal of Mathematics Analysis andApplications, Vol. 265, pp. 309-321, 2002.
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