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NORMALIZED BELIEF PROPAGATION DECODING

机译:标准化的信念传播解码

摘要

A method for decoding error-correcting codes such as LDPC codes and repeat accumulate codes normalizes messages generated by a bit node processor, and normalizes messages generated by the check node processor. This decoding has significantly improved performance when compared with conventional min-sum and normalization min-sum decoding methods. At the same time, the 2D normalization min-sum decoding has a similar and better performance than BP decoding method, in waterfall and error floor regions. Furthermore, the 2D normalization min-sum decoding method requires much less computational complexity than conventional BP decoding. The 2D normalization min-sum decoding can also be extended to 2D offset min-sum decoding.
机译:一种用于对诸如LDPC码和重复累积码之类的纠错码进行解码的方法,对由位节点处理器生成的消息进行归一化,并对由校验节点处理器生成的消息进行归一化。与常规的最小和和规范化最小和解码方法相比,此解码具有显着改善的性能。同时,在瀑布和错误基底区域中,二维归一化最小和解码比BP解码方法具有相似且更好的性能。此外,与常规的BP解码相比,二维归一化最小和解码方法所需的计算复杂度要低得多。 2D归一化最小和解码也可以扩展为2D偏移最小和解码。

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