Title :
MMSE based greedy eigenmode selection for AF MIMO relay channels
Author :
Shenyu Song ; Wen Chen
Author_Institution :
Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
In this paper, we consider a dual-hop amplify-and-forward (AF) multiple-input multiple-output (MIMO) relay system, where there is one source, one destination and K relay nodes. We propose a minimum mean squared error (MMSE)-based eigenmode selection algorithm to choose several relay nodes to minimize MSE. We use eigenmode-based definitions for the equivalent backward and forward channels, and extend the present MMSE-based selection scheme to multiple power amplifier configuration. According to the closed form expression of MSE, we iteratively select eigenmode pairs to minimize the MSE. Simulation results show that our scheme outperforms the existing ones.
Keywords :
MIMO communication; amplify and forward communication; eigenvalues and eigenfunctions; greedy algorithms; iterative methods; least mean squares methods; power amplifiers; AF MIMO relay channels; MMSE based greedy eigenmode selection; backward channels; dual hop amplify-and-forward; forward channels; minimum mean square error; multiple-input multiple-output relay system; power amplifier configuration; relay nodes; Eigenmode; MIMO relay; MMSE; relay selection;
Conference_Titel :
Global Communications Conference (GLOBECOM), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-0920-2
Electronic_ISBN :
1930-529X
DOI :
10.1109/GLOCOM.2012.6503679