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Energy-efficient LDPC layered decoder

机译:节能LDPC分层解码器

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摘要

It is very important to reduce the energy consumption of low-density parity-check (LDPC) decoders, especially for the intelligent and mobile terminals in green communications. This paper presents a novel energy-efficient layered decoder (EELD) to save the power consumption of quasi-cyclic LDPC (QC-LDPC) decoders based on the layered belief propagation (LBP) algorithm. The EELD forces a check-node process into asleep, when all the reliabilities of its neighboring variable nodes exceed the lazy threshold. The EELD also adopts the lower limit of the beliefs, rather than all the beliefs, of the neighboring variable nodes to compare with the lazy threshold in order to decide the state of check-node process. The EELD can skip the useless check-node processes to save energy consumption with slight additional complexity. Simulation results show that the EELD can improve the power efficiencies of the decoders by up to 28% for WiMAX codes without loss of error performances.
机译:减少低密度奇偶校验(LDPC)解码器的能量消耗非常重要,特别是对于绿色通信中的智能和移动终端。本文介绍了一种新型节能分层解码器(EELD),以节省基于分层信仰传播(LBP)算法的准循环LDPC(QC-LDPC)解码器的功耗。当其相邻变量节点的所有可靠性超过惰性阈值时,EELD迫使校验节点进程。 EELD还采用相邻变量节点的信仰的下限,而不是所有信仰,以与惰性阈值进行比较以确定检查节点过程的状态。 EELD可以跳过无用的检查节点流程以节省能源消耗,略有额外的复杂性。仿真结果表明,对于WiMAX代码,ELED可以将解码器的功效提高到28%,而不会损失误差性能。

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