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一种低复杂度的LDPC码迭代译码算法
A Low-complexity Iterative Decoding Algorithm for LDPC Codes
【摘要】 在LDPC码的译码算法中,和积算法性能最优但复杂性较高,最小和算法实现简单但性能与和积算法相差较多。针对这一性能与复杂度的矛盾,带有修正项的最小和算法成为研究的热点问题。文中基于一种性能与和积算法接近的修正最小和算法进行研究,对修正项的修正方式进行了简化,简化后的算法在性能上与和积算法仍非常接近,实现复杂度却比原修正最小和算法有明显的降低。
【Abstract】 Among the decoding algorithms for low-density parity-check(LDPC) code,sum-product algorithm(SPA) has the optimal performance but high complexity,while min-sum algorithm has simple implementation complexity but worse performance.Considering this performance-complexity contradiction,some modified min-sum algorithms are proposed.In this paper,researches are done based on one of the modified min-sum algorithms that is close to SPA in performance but the way modifying fraction works is simplified.Simplified algorithm remains similar in performance to sum-product algorithm but has a remarkably reduced implementation complexity.
【Key words】 LDPC code; decoding algorithm; sum-product algorithm; min-sum algorithm; simplified algorithm; correction term;
- 【文献出处】 电讯技术 ,Telecommunication Engineering , 编辑部邮箱 ,2006年05期
- 【分类号】TN911.2
- 【被引频次】7
- 【下载频次】237