An fpga implementation of Low Density Parity-Check CodeS construction & decoding

S. Remmanapudi, B. Bandaru
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引用次数: 4

Abstract

This paper presents implementation of Low Density Parity-Check (LDPC) Codes on FPGA Platform. LDPC codes has been implemented by writing Hardware Description Language (Verilog) code and targeted to a Xilinx Spartan-3E XC3S500E FPGA chip. Repeat-Accumulation LDPC codes are also constructed. Codewords have been constructed & simulated for different rates such as 1/2 rate, 1/3 rate, 1/4 rate. The iterative decoding algorithms such as Belief Propagation (BP) and Bit-Flipping has been implemented and desired simulation results were obtained using three different coding (C, Verilog-HDL, MATlab (Simulink)) styles. Synthesis has been done for LDPC codes Construction & Bit-flipping decoding using Leonardo-Spectrum and Xilinx-ISE Project Navigator. This code is useful for large and small length of block codes. So this is flexible to use for any length of code word (or) data word and also for any rate of code word. So the usage of this code leads to high performance. The above decoding algorithms can recover the original codeword in the face of large amounts of noise.
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低密度奇偶校验码构造与解码的fpga实现
本文介绍了低密度奇偶校验码在FPGA平台上的实现。LDPC代码通过编写硬件描述语言(Verilog)代码实现,并针对Xilinx Spartan-3E XC3S500E FPGA芯片。构造了重复累加LDPC码。已经构建和模拟了不同速率的码字,如1/2速率,1/3速率,1/4速率。采用C、Verilog-HDL和MATlab (Simulink)三种不同的编码方式,实现了信念传播(BP)和比特翻转(bit - flip)等迭代解码算法,并获得了理想的仿真结果。使用Leonardo-Spectrum和Xilinx-ISE Project Navigator完成了LDPC代码构建和比特翻转解码的合成。此代码适用于大小长度的分组代码。所以这对于任意长度的码字(或)数据字以及任意码字速率都是灵活的。因此,使用这些代码可以获得高性能。上述译码算法都能在大量噪声的情况下恢复原始码字。
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