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ABSTRACT
ISSN: 0975-4024
Title |
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PSO Based Multiuser Detection over GK Fading Channels with MRC Receive Diversity in Impulsive Noise |
Authors |
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Srinivasa Rao Vempati, Habibulla Khan, Anil Kumar Tipparti |
Keywords |
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diversity combining, fading channel, GK distribution, impulsive noise, multiuser detection, probability of error, particle swarm optimization, shadowing |
Issue Date |
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Apr-May 2015 |
Abstract |
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The direct sequence-code division multiple accesses (DS-CDMA) signals are transmitted over multipath channels that introduce fading and shadowing. Combined effect of multipath fading and shadowing along with multiple access interference (MAI) and inter-symbol interference (ISI) worsens the system performance. Further, experimental results have confirmed the presence of impulsive non-Gaussian noise in wireless mobile communication channels. Hence, this paper presents a particle swarm optimization (PSO) based multiuser detection technique for DS-CDMA systems over generalized-K (GK) fading channels in presence of impulsive noise. Maximal ratio combining (MRC) receive diversity is also incorporated to mitigate the effects of fading and shadowing. An approximate closed-form expression for average error rate of BPSK signals over GK fading channels is derived. Performance of proposed M-estimator based detector is also studied by evaluating average error rate. Simulation results reveal that the proposed M-estimator based detector performs better in the presence of fading, shadowing and heavy-tailed impulsive noise when compared to least squares, Huber and Hampel M-estimator based detectors. |
Page(s) |
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631-639 |
ISSN |
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0975-4024 |
Source |
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Vol. 7, No.2 |
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