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

机译:基于最小和算法的高效高级方法论,用于LDPC解码器的设计,仿真和硬件实现

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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.
机译:为了通过最小和算法(MSA)在低密度奇偶校验(LDPC)解码中使用,设计了可变节点处理单元(VNPU)和校验节点处理单元(CNPU)。当需要常规(3,6)LDPC码时,设计的块是完全并行且灵活的,可用于不同的块长度。拟议的VNPU和CNPU最初是按照模块化设计方法使用Simulink工具在软件中设计和实现的。第二步,使用超高速集成电路硬件描述语言(VHDL)描述和仿真这些模块。这两种实现方式之间的比较表明,所提出的高级方法可以有效地测试和验证数字电路,然后再在所需的现场可编程门阵列(FPGA)器件上实施。

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