DocumentCode
2459177
Title
Harmony Search Aided Iterative Channel Estimation, Multiuser Detection and Channel Decoding for DS-CDMA
Author
Zhang, Rong ; Hanzo, Lajos
Author_Institution
Sch. of ECS., Univ. of Southampton, Southampton, UK
fYear
2010
fDate
6-9 Sept. 2010
Firstpage
1
Lastpage
5
Abstract
A novel Multiuser Detection (MUD) scheme is proposed for DS-CDMA systems employing the so-called Harmony Search (HS) algorithm, which is a novel meta-heuristic optimisation method. We specifically design the HS aided MUD for the communications problem considered and apply it in an iterative joint Channel Estimation (CE), MUD and channel decoding framework. The simulation results demonstrate that a near-single-user performance can be achieved by the proposed algorithm while avoiding the excessive-complexity full-search-based optimum detection even in overloaded DS-CDMA systems. Moreover, the HS algorithm can be efficiently applied in the Expectation Maximisation (EM) based CE framework.
Keywords
channel estimation; code division multiple access; expectation-maximisation algorithm; heuristic programming; maximum likelihood decoding; multiuser detection; search problems; spread spectrum communication; DS-CDMA; channel decoding; direct sequence code division multiple access; expectation maximisation method; harmony search algorithm; iterative channel estimation; metaheuristic optimisation method; multiuser detection; Algorithm design and analysis; Channel estimation; Hidden Markov models; Iterative decoding; Joints; Multiaccess communication; Multiuser detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd
Conference_Location
Ottawa, ON
ISSN
1090-3038
Print_ISBN
978-1-4244-3573-9
Electronic_ISBN
1090-3038
Type
conf
DOI
10.1109/VETECF.2010.5594215
Filename
5594215
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