DocumentCode :
606993
Title :
Multiuser detection for DS-CDMA systems over Nakagami-m fading channels using particle swarm optimization
Author :
Pamula, Vinay K. ; Vempati, S.R. ; Khan, Haidar ; Tipparti, A.K.
Author_Institution :
Dept. of ECE, Univ. Coll. of Eng., Kakinada, India
fYear :
2013
fDate :
8-10 March 2013
Firstpage :
275
Lastpage :
279
Abstract :
This paper presents a robust multiuser detection technique for direct sequence-code division multiple access (DS-CDMA) systems over Nakgami-m fading channels in the presence of impulsive noise. Robust M-decorrelating detector to demodulate non-coherent DPSK signals is implemented by using the particle swarm optimization (PSO) algorithm. The PSO algorithm is used to obtain optimum M-estimates by minimizing an objective function, which is a sum of less rapidly increasing function of residuals. Simulation results are provided to show the evolutionary behavior and efficacy of the modified-Hampel based M-estimator in comparison with linear decorrelating detector, the Huber and the Hampel estimator based detectors.
Keywords :
Nakagami channels; code division multiple access; decorrelation; demodulation; differential phase shift keying; estimation theory; evolutionary computation; impulse noise; minimisation; multiuser detection; particle swarm optimisation; spread spectrum communication; DS-CDMA system; Huber estimator based detector; Nakagami-m fading channel; PSO; direct sequence-code division multiple access system; evolutionary behavior; impulsive noise; linear decorrelating detector; modified-Hampel based M-estimator; noncoherent DPSK signal demodulation; objective function minimization; particle swarm optimization algorithm; robust M-decorrelating detector; robust multiuser detection technique; Detectors; Fading; Multiaccess communication; Multiuser detection; Noise; Robustness; CDMA; M-estimator; Nakagami fading; influence function; maximal ratio combiner; multiuser detection; particle swarm optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and its Applications (CSPA), 2013 IEEE 9th International Colloquium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-5608-4
Type :
conf
DOI :
10.1109/CSPA.2013.6530055
Filename :
6530055
Link To Document :
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