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
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;
Conference_Titel :
Vehicular Technology Conference Fall (VTC 2010-Fall), 2010 IEEE 72nd
Conference_Location :
Ottawa, ON
Print_ISBN :
978-1-4244-3573-9
Electronic_ISBN :
1090-3038
DOI :
10.1109/VETECF.2010.5594215