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