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A METHOD FOR PERFORMANCE MODELING AND EVALUATION OF LDPC DECODER ARCHITECTURE

机译:LDPC解码器架构的性能建模与评估方法

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This paper presents a high-throughput memory efficient decoder for low density parity check (LDPC) codes in the high-rate wireless personal area network application. The novel techniques which can apply to our selected LDPC code is proposed, including parallel blocked layered decoding architecture and simplification of the Wigig networks. State-of-the-art flexible LDPC decoders cannot simultaneously achieve the high throughput mandated by these standards and the low power needed for mobile applications. This work develops a flexible, fully pipelined architecture for the IEEE 802.11ad standard capable of achieving both goals. We use Real Time-Performance Evaluation Process Algebra (RT-PEPA) to evaluate a typical LDPC Decoder system's performance. The approach is more convenient, flexible, and lower cost than the former simulation method which needs to develop special hardware and software tools. Moreover, we can easily analyze how changes in performance depend on changes in a particular mode by supplying ranges for parameter values.
机译:本文提出了一种用于高速率无线个人局域网应用中的低密度奇偶校验(LDPC)码的高吞吐量存储器有效解码器。提出了可应用于我们选择的LDPC码的新颖技术,包括并行块分层解码架构和Wigig网络的简化。最新的灵活LDPC解码器无法同时实现这些标准要求的高吞吐量和移动应用所需的低功耗。这项工作为IEEE 802.11ad标准开发了一种灵活的全流水线架构,能够实现这两个目标。我们使用实时性能评估过程代数(RT-PEPA)评估典型的LDPC解码器系统的性能。与前一种需要开发专用硬件和软件工具的仿真方法相比,该方法更加方便,灵活且成本更低。此外,通过提供参数值的范围,我们可以轻松分析性能变化如何取决于特定模式下的变化。

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