脉冲干扰条件下的联合迭代信道估计与译码

Patcharin Insom, Piyakiat Insom, P. Boonsrimuang
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引用次数: 0

摘要

低密度奇偶校验码(LDPC)的译码性能接近香农极限,在加性高斯白噪声(AWGN)信道中被设计为一种功能强大的前向纠错码(FEC),但仿真结果表明,LDPC译码器在脉冲噪声的作用下,译码性能下降。针对这种脉冲噪声的影响,本文提出了联合迭代信道估计和译码技术,以减少脉冲干扰的影响,同时减少处理的复杂性。该方法通过实现简单的信道估计方法,并在两种脉冲噪声下采用信道估计与LDPC译码的联合迭代技术,降低了复杂度;脉冲射频干扰(RFI)和对称α稳定(s - α s)。在最优解码器中,信道参数估计尽可能准确。由于在每次迭代解码器中进行计算,信道参数一直在优化,从而提高了LDPC解码器的性能。
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Joint iterative channel estimation and decoding under impulsive interference condition
Even though Low-Density-Parity-Check (LDPC) code which has the decoding performance close to the Shannon Limit and it is designed as a powerful forward-error-correction (FEC) code in the Additive White Gaussian Noise (AWGN) channel, simulation results show that the performance of LDPC decoder is degraded when exposed to the impulsive noise. According to such a impulsive noise impact, joint iterative channel estimation and decoding technique is proposed in this paper so as to decrease the effect of impulsive interference while less complicated in processing. The proposed methods decreases the complexity by implementing the simple way of channel estimation and applying joint iterative technique between channel estimation and LDPC decoding under two kind of impulsive noise; pulsed radio frequency interference(RFI) and symmetric alpha-stable (SαS). In the optimal decoder, channel parameter estimation can be as accurate as possible. Because computed in every time of iterative decoder, channel parameters have been always optimized resulting in the enhancement of LDPC decoder performance.
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