Title :
Sum MSE minimization for multipoint-to-multipoint MIMO AF relay systems
Author :
Hyun-Joo Choi ; Changick Song ; Haewook Park ; Inkyu Lee
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Abstract :
In this paper, we consider multipoint-to-multipoint multi-input multi-output relay systems where multiple source-destination pairs simultaneously communicate through a single multiple antenna relay. In this system configuration, we optimize sum mean-squared-error (MSE). This problem is shown to be non-convex, and thus it is quite complex to find an analytical solution. To address this issue, we first introduce the sum MSE minimization scheme based on global channel state information (CSI) at all nodes. Then, a method which reduces complexity and CSI requirements is proposed by utilizing error covariance decomposition and MSE duality between broadcast channel and multiple access channel. Through numerical simulations, we confirm the effectiveness of our proposed schemes.
Keywords :
MIMO communication; mean square error methods; minimisation; numerical analysis; relay networks (telecommunication); wireless channels; CSI; broadcast channel; error covariance decomposition; global channel state information; multiple access channel; multiple source destination; multipoint-to-multipoint MIMO AF relay systems; numerical simulations; single multiple antenna relay; sum MSE minimization; sum mean squared error; Antennas; Covariance matrices; MIMO; Minimization; Relays; Vectors; Wireless communication;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2013 IEEE
Conference_Location :
Atlanta, GA
DOI :
10.1109/GLOCOM.2013.6831624