Min-Sum Algorithm based efficient high level methodology for design, simulation and hardware implementation of LDPC decoders

A. Madi, A. Ahaitouf, A. Mansouri
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引用次数: 0

Abstract

A Variable Node Processing Unit (VNPU) and a Check Node Processing Unit (CNPU) are designed in order to be used in Low Density Parity Check (LDPC) decoding by the Min-Sum Algorithm (MSA). The designed blocks are fully parallel and flexible to be used for different block length when a regular (3, 6) LDPC codes are required. The proposed VNPU and CNPU have been first designed and implemented in software using Simulink tool following a modular design approach. In a second step, these blocks were described and simulated using Very High Speed integrated circuits Hardware Description Language (VHDL). Comparison between these two implementations shows that the proposed high level methodology is efficient to test and validate digital circuits before being implemented on desired Field Programmable Gate Array (FPGA) device.
基于最小和算法的LDPC解码器设计、仿真和硬件实现的高效高级方法
设计了可变节点处理单元VNPU (Variable Node Processing Unit)和校验节点处理单元CNPU (Check Node Processing Unit),用于最小和算法(Min-Sum Algorithm)的LDPC (Low Density Parity Check)解码。当需要规则(3,6)LDPC码时,所设计的块是完全并行的,并且可以灵活地用于不同的块长度。所提出的VNPU和CNPU首先使用Simulink工具按照模块化设计方法在软件中设计和实现。第二步,使用超高速集成电路硬件描述语言(VHDL)对这些模块进行描述和仿真。这两种实现的比较表明,所提出的高级方法可以有效地测试和验证数字电路,然后在所需的现场可编程门阵列(FPGA)器件上实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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