Title :
A Low-Complexity Design of Linear Precoding for MIMO Channels with Finite-Alphabet Inputs
Author :
Zeng, Weiliang ; Xiao, Chengshan ; Lu, Jianhua
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
fDate :
2/1/2012 12:00:00 AM
Abstract :
This paper investigates linear precoding scheme that maximizes mutual information for multiple-input multiple-output (MIMO) channels with finite-alphabet inputs. In contrast with recent studies, optimizing mutual information directly with extensive computational burden, this work proposes a low-complexity and high-performance design. It derives a lower bound that demands low computational effort and approximates, with a constant shift, the mutual information for various settings. Based on this bound, the precoding problem is solved efficiently. Numerical examples show the efficacy of this method for constant and fading MIMO channels. Compared to its conventional counterparts, the proposed method reduces the computational complexity without performance loss.
Keywords :
MIMO communication; communication complexity; fading channels; linear codes; precoding; computational complexity; fading MIMO channels; finite-alphabet inputs; linear precoding; low-complexity design; multiple-input multiple-output; Fading; MIMO; Mutual information; Optimization; Phase shift keying; Signal to noise ratio; Vectors; Linear precoder; finite-alphabet inputs; low-complexity design; mutual information maximization;
Journal_Title :
Wireless Communications Letters, IEEE
DOI :
10.1109/WCL.2012.121411.110025