Blind Iterative Channel Estimation And Detection For Ldpc-Coded Cooperation Under Multi-User Interference

2008 IEEE MILITARY COMMUNICATIONS CONFERENCE: MILCOM 2008, VOLS 1-7(2008)

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摘要
This paper proposes an iterative algorithm for blind estimation of channel coefficients and interference-plus-noise power spectral density in a coded cooperative system using rate-compatible low-density parity-check codes. The expectation-maximization (EM)-based estimation algorithm is applied to an interference-limited network with multiple source-relay pairs. After the initial blind estimation, the soft decoder output is used to recompute the channel coefficient and noise-PSD values. The cooperative system with blind EM estimation is found to have a decoding performance comparable to that obtained with time-multiplexed and superimposed pilot-assisted channel estimation (PACE) methods. At the same time, the proposed scheme is shown to have a higher throughput than the PACE methods considered for comparison.
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关键词
iterative methods,channel coding,fading,iterative algorithm,ldpc code,interference,expectation maximization,estimation,power spectral density,decoding
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