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ABSTRACT
ISSN: 0975-4024
Title |
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MMSE Equalized Rake-Receiver Using Adaptive Filter with a Family of Partial Update Algorithms in Wireless Communication Systems |
Authors |
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Rashid A. Fayadh, F. Malek, Hilal A. Fadhil, Nael A. Al-Shareefi, Hussein Saad Mohammed |
Keywords |
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LMS, NLMS, and APA algorithms, equalized rake-receiver, MMSE equalizer, adaptive filter using partial-update algorithms. |
Issue Date |
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Dec 2013-Jan 2014 |
Abstract |
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For high data rate propagation in wireless ultra-wideband (UWB) communication systems, the inter-symbol interference (ISI), multiple-access interference (MAI), and multiple-users interference (MUI) are influencing the performance of the wireless systems. In this paper, the adaptive MMSE equalized rake-receiver was presented with the spread signal by direct sequence spread spectrum (DS-SS) technique. The adaptive rake-receiver structure was shown with adjusting the receiver tap weights using least mean squares (LMS), normalized least mean squares (NLMS), and affine projection algorithms (APA) to support the weak signals and mitigate the interferences. To minimize the data convergence speed and to reduce the computational complexity by the previous algorithms, a well-known approach of partial-updates (PU) adaptive filters were employed with algorithms, such as sequential-partial, periodic-partial, M-max-partial, and selective-partial updates (SPU) in the proposed system. The simulation results of symbol error rate (SER) versus signal-to-noise ratio (SNR) are illustrated to show the performance of partial-update algorithms that have nearly comparable performance with the full update adaptive filters. Furthermore, the SPU-partial has closed performance to the full-NLMS and full-APA while the M-max-partial has closed performance to the full-LMS updates algorithms. |
Page(s) |
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5140-5154 |
ISSN |
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0975-4024 |
Source |
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Vol. 5, No.6 |
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