DocumentCode :
2335958
Title :
WLC06-6: PSO Selection of Surviving Nodes in QRM Detection for MIMO Systems
Author :
Zhao, Hui ; Long, Hang ; Wang, Wenbo
Author_Institution :
Wireless Signal Process. & Network Lab., Beijing Univ. of Posts & Telecommun., Beijing
fYear :
2006
fDate :
Nov. 27 2006-Dec. 1 2006
Firstpage :
1
Lastpage :
5
Abstract :
This paper proposes a promising detection that applies PSO (particle swarm optimization) as the selection of surviving paths in QRM detection for the coded MIMO system, named as QRM-PSO. Because only a few children nodes´s metric are needed to calculate in the PSO search process, QRM-PSO can cut down the complexity further, while keeping the same performance as QRM due to the quasi-random movement of the particles. Simulation results demonstrated that the advantage of QRM-PSO in complexity is obvious especially when antenna number and modulation level are high. The required real multiplication number of QRM-PSO is only 0.4% of that of QRM when transmit antenna number is 20 and 16QAM is employed.
Keywords :
MIMO communication; antenna arrays; particle swarm optimisation; quadrature amplitude modulation; 16QAM; MIMO systems; QRM detection; coded system; multiple-input multiple-output systems; particle swarm optimization selection; Computational efficiency; Costs; Covariance matrix; MIMO; Matrix decomposition; Maximum likelihood detection; Particle swarm optimization; Signal processing; Signal processing algorithms; Transmitting antennas;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Global Telecommunications Conference, 2006. GLOBECOM '06. IEEE
Conference_Location :
San Francisco, CA
ISSN :
1930-529X
Print_ISBN :
1-4244-0356-1
Electronic_ISBN :
1930-529X
Type :
conf
DOI :
10.1109/GLOCOM.2006.650
Filename :
4151280
Link To Document :
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