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改进的多元LDPC码编译码器的设计与实现

n Improved Design of Multi-LDPC Code and Encoder

中文摘要英文摘要

针对目前基于FPGA的多元LDPC码编译码器存在的编译码效率低资源占用大的问题,本文提出了一种可以有效减少FPGA资源占用,并且提高编译码效率的设计方案。该设计通过采用QC-LDPC编码算法和Mixed-FFT-BP译码算法,降低编码时的存储量,并在译码过程中大量减少乘法器的使用,进一步降低逻辑资源消耗。软件仿真实验结果显示,Mixed-FFT-BP译码算法能够在保证运算过程中的数据精度,降低量化误差条件下减少乘法器的使用。而其硬件实现报告显示,该设计在保证编译码器性能的同时有效的降低了FPGA资源占比。因此,该改进设计可以为今后多元LDPC编译码器的实际应用提供一定的借鉴参考。

new scheme for FPGA-based multi-LDPC is proposed to improve the efficiency of multi-LDPC code that used on FPGA and reduce its high occupancy problem. QC-LDPC coding algorithm and Mixed-FFT-BP decoding algorithm are used to reduce the capacity of data storage at the time of encoding, and reduce the use of multipliers in decoding process, so that the logic resource consumption is further reduced. Simulation results show that the Mixed-FFT-BP decoding algorithm in the design can reduce use of the multiplier under the condition of ensuring the accuracy of the data during the operation and reducing the quantization error. And the hardware implementation report indicates that this design can keep the performance of code, at the same time reduce the proportion of FPGA resources effectively. Therefore, this design can provide some reference for the application of LDPC code.

王艺霖、赵旦峰、范仁基

通信微电子学、集成电路电子电路

准循环低密度奇偶校验码(QC-LDPC)Mixed-FFT-BP算法可编程逻辑阵列FPGA

Quasi-Cyclic Low-Density Parity-Check(QC-LDPC)Mixed-FFT-BP algorithmFPGA

王艺霖,赵旦峰,范仁基.改进的多元LDPC码编译码器的设计与实现[EB/OL].(2017-04-14)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201704-137.点此复制

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