Reduced Complexity Ordered Statistics Decoding of Linear Block Codes

Lijia Yang, Wenhao Chen, Li Chen
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Abstract

This paper proposes a reduced complexity ordered statistics decoding (OSD) algorithm for linear block codes. With the received information, several most reliable positions in the ordered reliability sequence are prioritized as the validation band (VB). The Gaussian elimination (GE) is then performed to generate the systematic generator matrix of the code. In the process of re-encoding, only the test messages that satisfy the validation rule would be used to generate the codeword candidates, resulting in a low decoding complexity. The decoding error probability upper bound of the proposed OSD is further analyzed to characterize its performance-complexity trade off. Our simulation results show that the proposed OSD can significantly reduce the decoding complexity with a negligible loss in the decoding performance.
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线性分组码的低复杂度有序统计解码
提出了一种线性分组码的低复杂度有序统计译码算法。利用接收到的信息,将有序信度序列中最可靠的几个位置优先作为验证频带(VB)。然后执行高斯消去(GE)以生成代码的系统生成器矩阵。在重新编码的过程中,只使用满足验证规则的测试消息来生成候选码字,从而降低了解码的复杂度。进一步分析了所提OSD的译码错误概率上界,以表征其性能复杂度权衡。仿真结果表明,该方法可以显著降低解码复杂度,而解码性能的损失可以忽略不计。
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