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Forced Convergence Decoding of LDPC Codes - EXIT Chart Analysis and Combination with Node Complexity Reduction Techniques

机译:LDPC代码的强制收敛解码 - 与节点复杂性减少技术的退出图表分析和组合

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Recently, the concept of forced convergence decoding for Low-Density Parity-Check Codes has been introduced. Restricting the message passing in the iterative process to the nodes that still significantly contribute to the decoding result, this approach allows for substantial reduction in decoding complexity at negligible deterioration in performance. We analyze this novel technique using EXIT charts and show how it compares to and can be combined with other complexity reduction techniques. Our findings imply that forced convergence works effectively in conjunction with other complexity reduction techniques while retaining its attractiveness in terms of the complexity-performance trade-off.
机译:最近,已经介绍了低密度奇偶校验码解码的强制收敛解码的概念。限制在迭代过程中传递给仍然显着贡献解码结果的节点的消息,这种方法允许在可忽略的性能劣化下进行解码复杂度的大幅度降低。我们使用退出图分析了这种新颖的技术,并展示了它如何比较,并且可以与其他复杂性减少技术相结合。我们的研究结果意味着强制收敛性有效地与其他复杂性减少技术相结合,同时在复杂性性能权衡方面保持其吸引力。

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