【學術報告】Some Math Fundamentals for MIMO Communications.

【學術報告】

Some Math Fundamentals for MIMO   Communications:

Part I-Circularly Symmetric Complex   Gaussian Matrix;

Part II- Convergence and Related   Analytical Methods for Massive MIMO.

【講座人】

Prof. Yindi Jing, University of Alberta.

【時間】

Part I 2017年7月17日上午10:00-11:00

Part II2017年7月20日上午10:00-11:00.

【地點】

中國無線谷A5樓2層5216會議室

【摘要】

Abstract:

The   past two decades have experienced many breakthrough technologies in wireless   communications. The dimension and complexity of wireless systems have   increased and evolved dramatically, which brings challenges in the   performance analysis and transceiver designs. This two-part seminar is to   review and summarize some fundamental mathematical concepts and techniques for   wireless communications research, especially for multi-input-multi-output   (MIMO) and massive MIMO systems. The first part is on circularly symmetric   complex Gaussian matrix. It covers 1) the description of real-valued and   complex-valued random variable, random vector, and random matrix; 2)   circularly symmetric complex Gaussian random matrix and Wishart matrix; and   3) MIMO applications. The second part is on convergence and related   asymptotic analytical methods for massive MIMO. It covers 1) convergence for   deterministic scalar/matrix sequence; 2) convergence for random scalar/matrix   sequence; and 3) some methods for massive MIMO performance analysis.

Bio:

Yindi   Jing received the B.Eng. and M.Eng. degrees in automatic control from the   University of Science and Technology of China, Hefei, China, in 1996 and 1999,   respectively. She received the M.Sc. degree and the Ph.D. in electrical   engineering from California Institute of Technology, Pasadena, CA, in 2000   and 2004, respectively. From October 2004 to August 2005, she was a   postdoctoral scholar at the Department of Electrical Engineering of California   Institute of Technology. From February 2006 to June 2008, she was a   postdoctoral scholar at the Department of Electrical Engineering and Computer   Science of the University of California, Irvine. In 2008, she joined the   Electrical and Computer Engineering Department of the University of Alberta,   where she is currently a professor.

She   was an Associate Editor for the IEEE Transactions on Wireless Communications   2011-2016 and currently serves as a Senior Area Editor for IEEE Signal   Processing Letters. She has been a member of the IEEE Signal Processing   Society Signal Processing for Communications and Networking (SPCOM) Technical   Committee since 2015 and a member of the NSERC Discovery Grant Evaluation   Group for Electrical and Computer Engineering since 2017. Her research   interests are in wireless communications, focusing on massive MIMO,   cooperative relay networks, and channel estimation.