系统编码未知冗余源的信道解码

E. Ordentlich, G. Seroussi, S. Verdú, K. Viswanathan, M. Weinberger, T. Weissman
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引用次数: 18

摘要

介绍了系统编码未知冗余信源的信道解码。数据的冗余性在解码器处是已知的,信道解码器结合了数据的统计信息以提高性能。设计了一种实用的解码器,利用系统编码的源冗余在离散无记忆信道(DMC)上传输。通过对离散通用去噪器(DUDE)的操作实现了这一性能,涉及里德-所罗门码的实验表明,DUDE增强解码在高速率下是非常有效的。
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Channel decoding of systematically encoded unknown redundant sources
This paper describes the channel decoding of systematically encoded unknown redundant sources. The redundancy of the data is known at the decoder and the channel decoder incorporates the statistics of the data to enhance the performance. The practical decoders are designed which takes the advantage of the source redundancy of systematically encoded for transmission over a discrete memoryless channel (DMC). The performance is achieved by operating discrete universal denoiser (DUDE) and the experiments involving Reed-Solomon codes show that DUDE-enhanced decoding is very effective at high rates.
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