DocumentCode :
1944927
Title :
A Hybrid Multi-user Receiver Based on Parallel Interference Cancellation and Improved Genetic Algorithm
Author :
Lin, Lili
Author_Institution :
Coll. of Inf. & Electron. Eng., Zhejiang Gongshang Univ., Hangzhou
Volume :
1
fYear :
2008
fDate :
12-14 Dec. 2008
Firstpage :
16
Lastpage :
19
Abstract :
This paper proposes a new hybrid multi-user receiver structure based on parallel interference cancellation (PIC) and improved genetic algorithm (GA). Firstly, the traditional 3-stage PIC receiver is used to obtain the coarse detection result. Then, the improved GA is proposed to evolve this coarse result to achieve more accurate detection. To implement the improved GA, a simple but effective population initialization method is proposed based on the concept of Hamming distance, which can make full use of the information delivered by the input chromosome. Simulation results show the proposed hybrid receiver converges quickly, and can achieve lower bit error ratio (BER) and better near-far resistant ability.
Keywords :
error statistics; genetic algorithms; interference suppression; multiuser detection; radio receivers; radiofrequency interference; Hamming distance; PIC receiver; bit error ratio; coarse detection; genetic algorithm; hybrid multiuser receiver; parallel interference cancellation; population initialization; Binary phase shift keying; Bit error rate; Computer science; Delay effects; Detectors; Genetic algorithms; Hamming distance; Interference cancellation; Multiple access interference; Software engineering; genetic algorithm; multi-user receiver; parallel interference cancellation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
Type :
conf
DOI :
10.1109/CSSE.2008.1402
Filename :
4721680
Link To Document :
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