Novel hardware implementation of LLR-based non-binary LDPC decoders

Lava Bhargava, R. Bose, B. M
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引用次数: 4

Abstract

Binary Low Density Parity Check (LDPC) codes are known to have performance approaching capacity utilization for large block lengths. For short and medium term block lengths, the codes have lower capacity utilization and poorer BER performance due to cycles in the codes. The non-binary LDPC codes have started attracting attention for short and medium length code implementations, which is a requirement for standards like Wi-Fi applications. Current implementations of non-binary LDPC codes focus on serial or partly parallel implementation due to hardware complexity and chip size. We propose a fully parallel implementation for two algorithms. The algorithms are the SPA algorithm with max* function and a sub-optimal form of this called as max implementation. The max implementation has a lower hardware cost and a low performance penalty. The area of sub-optimal max implementation is almost 32% less than that of max implementation. The clock for max is faster by 33%, as a result it has low latency and high throughput as compared to max* algorithm.
基于llr的非二进制LDPC解码器的新型硬件实现
众所周知,二进制低密度奇偶校验(LDPC)码的性能接近大块长度的容量利用率。对于中短期块长度,由于码中的循环,码的容量利用率较低,误码率性能较差。非二进制LDPC码已经开始引起人们对中短长度代码实现的关注,这是Wi-Fi应用等标准的要求。由于硬件复杂性和芯片尺寸的原因,目前非二进制LDPC码的实现主要集中在串行或部分并行实现上。我们提出了两种算法的完全并行实现。这些算法是带有max*函数的SPA算法和称为max实现的次优形式。最大实现具有较低的硬件成本和较低的性能损失。次优最大实现的面积几乎比最大实现的面积小32%。与max*算法相比,max的时钟速度快了33%,因此它具有低延迟和高吞吐量。
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