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LDPC译码复杂度的优化

he Improvement of Decoding Algorithm Complexity for LDPC

中文摘要英文摘要

本文主要研究了LDPC(Low Density Parity Check Code)即低密度奇偶校验码的随机译码算法的译码复杂度。LDPC是研究人员发现的一种具有非常好的译码性能的优秀码字,伴随着随机计算思想的产生,研究人员对于迭代算法的LDPC随机译码法师越来越重视。通过对LDPC随机译码方式的理论研究和仿真分析发现,译码周期往往会被设置为较高值,而大多数译码过程中校验和会提前收敛,后续的译码循环将不再有任何意义,基于此本文提出了能够降低计算复杂度,提升译码性能的提前停止准则,并通过实验仿真对其效果进行验证。

In this paper, we mainly studying the decoding algorithm complexity of LDPC (Low Density Parity Check Code). Researchers found that LDPC have a very good decoding performance. Accompanied by a random calculation idea generation, researchers pay more attention to iterative stochastic decoding of LDPC. Through theoretical study and simulation analysis for LDPC stochastic decoding mode, found that decoding cycles tend to be set to a higher value. The checksum of most decoding process will stay stability earlier, the rest of decoding cycle will no longer have any meaning. Based on this, the paper proposed to the earlier stop criterion to improve decoding performance, and verifying its effectiveness through simulation experiments.

冯飞、张欣

通信

信道译码LDPC随机译码提前停止准则

hannel DecodingLDPCStochastic DecodingThe Earlier Stop Criterion

冯飞,张欣.LDPC译码复杂度的优化[EB/OL].(2014-12-17)[2025-08-30].http://www.paper.edu.cn/releasepaper/content/201412-496.点此复制

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