Title :
The Genetic Algorithm in the Minimum Bit Error Rate Multi-User Detection Assisted Space Division Multiple Access System
Author :
Yamindi, Jean-Baptiste ; Mu-qing, Pr Wu
Author_Institution :
Sch. of Inf. & Telecommun. Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
This is a recent research on Space Division Multiple Access-Orthogonal Frequency Division Multiplexing (SDMA-OFDM) based on the biological technique of Genetic Algorithm (GA) which is reminiscent of the rules of evolution and survival where a group of fitters´ individuals in a population will survive more and more using in the wireless communication in the Multi-User Detection. The goal of this research is using Genetic Algorithm assisted by Minimum Bit Error Rate (MBER) comparatively of the Conjugate Graduate (CG) method to Multi-User Detection on OFDM due to the technique using the symbol chromosomes to obtain an initial Frequency Domain-Channel Transfer Function (FD-CHTF) assisted by Minimum Bit Error Rate that the GA is capable of approaching the MBER solution at a lower complexity than the CG algorithm and it can be achieved by the simulation results provided to demonstrate the improvement of Multi-User Detection using Genetic Algorithm assisted by Minimum Bit Error Rate.
Keywords :
OFDM modulation; error statistics; frequency-domain analysis; genetic algorithms; multiuser detection; radiocommunication; space division multiple access; transfer functions; SDMA-OFDM; biological technique; conjugate graduate method; frequency domain-channel transfer function; genetic algorithm; minimum bit error rate multiuser detection; orthogonal frequency division multiplexing; space division multiple access system; symbol chromosomes; wireless communication; Bit error rate; Complexity theory; Genetic algorithms; Multiuser detection; OFDM; Receiving antennas; Vectors; Bit Error Rate; Multi-User; chromosome; detection; graduate;
Conference_Titel :
Internet Computing & Information Services (ICICIS), 2011 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4577-1561-7
DOI :
10.1109/ICICIS.2011.34