Title :
Joint multiuser and inter-symbol interference suppression in CDMA systems using particle swarm optimization algorithms
Author :
Arani, Atefeh Haji Jamali ; Azmi, Paeiz
Author_Institution :
Tarbiat Modares Univ., Tehran, Iran
Abstract :
Using Particle swarm optimization (PSO) has become a common heuristic technique in many fields of engineering. In this paper, we apply PSO to solve Joint Multiuser and Inter-symbol Interference (ISI) Suppression problems in the code-division multiple-access (CDMA) systems over multipath Rayleigh fading channel, to reduce the computational complexity. In the proposed method, conventional detector (CD) is used as the first stage to initialize the PSO algorithm and time-varying acceleration coefficients (TVAC) are used in PSO algorithm. The simulation results show that the performance of PSO-based MUD with TVAC is promising and outperform the CD.
Keywords :
Rayleigh channels; code division multiple access; computational complexity; interference suppression; intersymbol interference; multipath channels; multiuser channels; particle swarm optimisation; radiofrequency interference; time-varying channels; CDMA system; ISI; PSO; TVAC; code-division multiple-access system; computational complexity; conventional detector method; heuristic technique; intersymbol interference suppression; joint multiuser; multipath Rayleigh fading channel; particle swarm optimization algorithm; time-varying acceleration coefficient; Acceleration; Bit error rate; Computational complexity; Detectors; Fading; Multiaccess communication; Multiuser detection; Code division multiple access; Intersymbol Interference; multiple access interference; multiuser detection; particle swarm optimization algorithm;
Conference_Titel :
Electrical Engineering (ICEE), 2013 21st Iranian Conference on
Conference_Location :
Mashhad
DOI :
10.1109/IranianCEE.2013.6599665