Optimization and Systems Theory Seminar
October 6, at 14.00, room 3721, Lindstedtsvägen 25, KTH:
Tom Luo:
Department of
Electrical and Computer Engineering at the University of Minnesota
Linear Transceiver Design for Interference Alignment:
Feasibility and Computation
Abstract: Consider a multiple input-multiple output (MIMO)
interference channel whereby each transmitter and receiver are
equipped with multiple antennas. An effective approach to
practically achieving high system throughput is to deploy linear
transceivers (or beamformers) that can optimally exploit the spatial
characteristics of the channel. The recent work of Cadambe and Jafar
suggests that optimal beamformers should maximize the total degrees
of freedom and achieve interference alignment in the high signal to
noise ratio (SNR) regime. In this talk, we examine several issues
related to the design of a linear interference alignment scheme
including its computational complexity, feasibility and practical
algorithms to maximize the channel throughput.
Bio: Zhi-Quan (Tom) Luo is a professor in the Department of
Electrical and Computer Engineering at the University of Minnesota
(Twin Cities) where he holds an endowed ADC Chair in digital
technology. He received his B.Sc. degree in Applied Mathematics in
1984 from Peking University, China, and a Ph.D degree in Operations
Research from MIT in 1989. From 1989 to 2003, Dr. Luo was with the
Department of Electrical and Computer Engineering, McMaster
University, Canada, where he later served as the department head and
held a senior Canada Research Chair in Information Processing. His
research interests lie in the union of optimization algorithms, data
communication and signal processing.
Dr. Luo is a fellow of IEEE and SIAM. He is a recipient of the IEEE
Signal Processing Society's Best Paper Award in 2004 and 2009, and
the EURASIP Best Paper Award and the ICC's Best Paper Award in 2011.
He was awarded the Farkas Prize from the INFORMS Optimization
Society in 2010. Dr. Luo currently chairs the IEEE Signal Processing
Society's Technical Committee on Signal Processing for
Communications and Networking (SPCOM). He has held editorial
positions for several international journals including Journal of
Optimization Theory and Applications, Mathematics of Computation,
IEEE Transactions on Signal Processing, SIAM Journal on
Optimization, Management Sciences and Mathematics of Operations
Research.
Calendar of seminars
Last update: May 17, 2011.