Wavelet Transform and Genetic Algorithm Based Multiuser Detectors for Asynchronous CDMA
New methods for implementation of wavelet transform based multiuser detector (WTMUD) and wavelet-transform-and-genetic-algorithm based multiuser detector (WTGAMUD) are proposed for asynchronous direct-sequence code division multiple access (DS-CDMA) systems, respectively. Firstly, WTMUD is proposed which can reduce the computation complexity of inverting the correlation matrix, and ensure the bit-by-bit detection of desired users.WTMUDs outperform their counterparts that do not incorporating wavelet transform on the aspects of BER performance, near-far resistance ability, and system capacity.Secondly, genetic algorithm (GA) is incorporated in WTMUD to further optimize its output, and so form the WTGAMUD.Simulation results show that WTGAMUDs with a medium population size can provide much better performance than WTMUDs after only 3 to 5 generations evolution.
multiuser detection wavelet transform genetic algorithm near-far resistance ability direct-sequence code division multiple access
Lin Lili
Dept.of Information and electronic engineering, Zhejiang GongShang University,Hangzhou City, Zhejiang Province, China, 310035
国际会议
武汉
英文
648-652
2005-09-23（万方平台首次上网日期，不代表论文的发表时间）