使用Dorsch算法进行分组解码

Husna Abdul Rahman, F.Y.A. Rahman, R. Kadir, M. Khalid, N. F. Naim
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引用次数: 0

摘要

本研究的目的是研究Dorsch算法在二进制汉明码译码过程中的性能。传统的解码方法是基于硬判决的,即解调器的消息仅量化到两个级别。Dorsch算法的一个重要特点是使用软判决解码。如果解调器的输出量化到两个以上的电平,就会发生软判决。该算法利用软决策信息对接收符号的可靠性进行排序。将高可靠性符号作为信息值的软判决,将低可靠性符号作为信息值的奇偶校验。对两种译码方法的误差性能进行了评价和总结。实验结果表明,与传统的硬决策译码相比,Dorsch算法具有更好的译码性能。
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Block decoding using the Dorsch Algorithm
The aim of this research is to investigate the Dorsch algorithm performance in the decoding process of binary Hamming codes. The conventional decoding method is hard decision based whereby the message of the demodulator is quantized only to two levels. An important feature of the Dorsch algorithm is that it uses soft decision decoding. Soft decision occurs if the output of the demodulator is quantized to more than two levels. The algorithm uses soft decision information to rank the reliability of the received symbols. The high reliability symbols are treated as the soft decision of the information values whereas the low reliability symbols are treated as parity checks for the information values. The error performance of both the decoding methods were evaluated and concluded. It was observed that Dorsch Algorithm produces better performance compared to the conventional hard decision decoding.
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