题目:A Distributionally Robust Linear Receiver Design for Multi-Access Space-Time Block Coded MIMO Systems
报告人:四川大学 李彬 特聘研究员
报告时间:2017年11月2日(周四) 下午2:30
地点:管理楼管阶二
报告摘要:
A receiver design problem for multi-access space-time block coded multiple-input multiple-output (MIMO) systems is considered. To hedge the mismatch between the true and the estimated channel state information (CSI), several robust receivers have been developed in the past decades. Among these receivers, the Gaussian robust receiver has been shown to be superior in performance. This receiver is designed based on the assumption that the CSI mismatch has Gaussian distribution. However, in real world applications, the assumption of Guassianity might not hold. Motivated by this fact, a more general distributionally robust receiver is proposed, where only the mean and the variance of the CSI mismatch distribution are required in the receiver design. A tractable semi-definite programming (SDP) reformulation of the robust receiver design is developed.
报告人简介:
李彬,澳大利亚科廷大学数学与统计系博士,2012年至2014在西澳大利亚大学电气电子与计算机工程系从事博士后研究,2014至2017年在澳大利亚科廷大学数学与统计系从事研究工作(讲师级)。目前,在四川大学电气信息学院任特聘研究员。李彬博士主要从事数值优化方法在控制理论与工程,信号处理以及无线通信中的应用。李博士共发表SCI检索期刊20余篇,其中包括IEEE Transactions on Signal Processing和IEEE Transactions on Wireless Communications等顶级杂志。同时,李博士担任过Journal of Industrial Management and Optimization和Pacific Journal of Optimization的客座主编,以及IEEE Transactions on Signal Processing,Automatica和Mathematical Programming等顶级杂志在内的10多个杂志的常年审稿人。李博士还获得过国家自然科学基金青年项目的全额资助。
(责任编辑:国际交流与合作)