DocumentCode :
1024775
Title :
A Particle Swarm Optimization-Based Multiuser Detection for Receive-Diversity-Aided STBC Systems
Author :
Liu, Hongwu ; Li, Ji
Author_Institution :
Southwest Jiaotong Univ., Chengdu
Volume :
15
fYear :
2008
fDate :
6/30/1905 12:00:00 AM
Firstpage :
29
Lastpage :
32
Abstract :
This letter proposes a particle swarm optimization (PSO)-based multiuser detection (MUD) for the receive-diversity aided space-time block coding (STBC) systems. Due to the receive-diversity, the signals received at the different antennas are faded independently, resulting in an independent log-likelihood function (LLF) for each antenna. To resolve the multi-objective dilemma when choosing one signal estimation for multiple receive antenna-branches, each particle updates its velocity in a Pareto optimal way. Simulations and comparisons with the genetic algorithm and the maximum likelihood detection (MLD) verified the effectiveness of the proposed scheme.
Keywords :
Pareto analysis; antenna arrays; block codes; diversity reception; genetic algorithms; maximum likelihood detection; multiuser detection; particle swarm optimisation; space-time codes; Pareto optimal way; genetic algorithm; independent log-likelihood function; maximum likelihood detection; multiple receive antenna-branches; particle swarm optimization-based multiuser detection; receive-diversity-aided STBC systems; signal estimation; space-time block coding; Block codes; Estimation; Fading; Genetic algorithms; Maximum likelihood detection; Multiaccess communication; Multiuser detection; Particle swarm optimization; Receiving antennas; Transmitting antennas; Multi-objective optimization; multiuser detection; particle swarm optimization (PSO); space-time block coding (STBC);
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2007.910315
Filename :
4418399
Link To Document :
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