Title :
MIMO System Multiuser Detection Based on Particle Swarm Optimization Algorithm
Author :
Guo, Zhenqing ; Xiao, Yang
Author_Institution :
Inst. of Inf. Sci., Beijing Jiaotong Univ.
Abstract :
Multiple input multiple output (MIMO) system optimum detection (MOD) based on the maximum likelihood sequence estimate (MLSE) rule is proposed in this paper. The MIMO detections based on binary particle swarm optimization (BPSO) algorithm are discussed, followed by a detailed process on how to apply the MIMO BPSO detection (MBPSOD) on a MIMO system. Simulations show that the increase of data rates and the improvement of BER performance are significant by using the MBPSOD
Keywords :
MIMO communication; error statistics; maximum likelihood estimation; multiuser detection; particle swarm optimisation; BER; MIMO system multiuser detection; binary particle swarm optimization; maximum likelihood sequence estimate; multiple input multiple output; optimum detection; Base stations; Baseband; Bit error rate; MIMO; Maximum likelihood detection; Maximum likelihood estimation; Multiuser detection; Particle scattering; Particle swarm optimization; Transmitters;
Conference_Titel :
Signal Processing, 2006 8th International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-9736-3
Electronic_ISBN :
0-7803-9736-3
DOI :
10.1109/ICOSP.2006.345870
