Title :
Hybrid genetic algorithm based detection schemes for synchronous CDMA systems
Author :
Yen, K. ; Hanzo, L.
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
Abstract :
We applied a hybrid genetic algorithm (GA) scheme as a suboptimal multiuser detection technique in bit-synchronous code division multiple access (CDMA) systems over a Gaussian channel as well as over a single-path Rayleigh fading channel. The proposed hybrid GA scheme attempts to search for the users´ transmitted bit sequence that optimizes the correlation metric employed. Simulation results showed that the BER performance of our proposed multiuser detector approaches the single-user performance bound, while imposing a lower complexity as compared to that of the optimum multiuser detection, especially for a high number of users. Furthermore, the parameters of the hybrid GA scheme can be adjusted, in order to attain a tradeoff between the computational complexity, BER performance and the detection time
Keywords :
Gaussian channels; Rayleigh channels; code division multiple access; computational complexity; correlation methods; error statistics; genetic algorithms; multiuser channels; search problems; signal detection; BER performance; Gaussian channel; bit-synchronous code division multiple access; computational complexity; correlation metric; detection time; hybrid GA; hybrid genetic algorithm based detection; local search; simulation results; single-path Rayleigh fading channel; single-user performance bound; suboptimal multiuser detection; synchronous CDMA systems; transmitted bit sequence; Bit error rate; Code division multiplexing; Computational complexity; Computer science; Detectors; Fading; Gaussian channels; Genetic algorithms; Multiaccess communication; Multiuser detection;
Conference_Titel :
Vehicular Technology Conference Proceedings, 2000. VTC 2000-Spring Tokyo. 2000 IEEE 51st
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5718-3
DOI :
10.1109/VETECS.2000.851356