Performance Estimation of DS-CDMA Receivers Using Genetic Algorithm
عنوان مقاله: Performance Estimation of DS-CDMA Receivers Using Genetic Algorithm
شناسه ملی مقاله: JR_ACSIJ-2-3_001
منتشر شده در شماره 3 دوره 2 فصل July2013 در سال 1392
شناسه ملی مقاله: JR_ACSIJ-2-3_001
منتشر شده در شماره 3 دوره 2 فصل July2013 در سال 1392
مشخصات نویسندگان مقاله:
Ali Ghareaghaji - Electrical and Computer Department, Shahid Beheshti University, Tehran, Iran
خلاصه مقاله:
Ali Ghareaghaji - Electrical and Computer Department, Shahid Beheshti University, Tehran, Iran
Direct sequence-code division multiple access (DS-CDMA)technique is used in cellular systems where users in the cell are separated from each other with their unique spreading codes.These systems suffer from multiple access interference (MAI) due to other users transmitting in the cell, channel inter symbolinterference (ISI) due to multipath nature of channels in presence of additive white Gaussian noise (AWGN). This paper presents an investigation on use of new type of DSCDMA receiver called Genetic Algorithm based DS-CDMA receiver. Genetic Algorithm is robust optimization technique anddoes not fall into local minima, hence this gives better weight optimization of any system. Extensive simulation studies demonstrate the performance of the different linear and nonlinear DS-CDMA receivers like RAKE receiver, matched filter (MF) receiver, minimum mean squareerror (MMSE) receiver using gold sequences and the performance has been compared with GA based receiver. It is seen that GAbased DS-CDMA receiver performs much better than other type of receivers
کلمات کلیدی: DS-CDMA, genetic algorithm-based multi-user detector
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/245266/