一种低复杂度LDPC译码器的FPGA设计与实现 |
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引用本文: | 史少波,齐 悦,王 沁.一种低复杂度LDPC译码器的FPGA设计与实现[J].湖南大学学报(自然科学版),2013,40(Z1):18-22. |
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作者姓名: | 史少波 齐 悦 王 沁 |
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作者单位: | (北京科技大学 计算机与通信工程学院,北京 100083) |
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摘 要: | 利用切比雪夫多项式良好的逼近性,提出了基于切比雪夫多项式拟合的BP译码算法,并将该算法在FPGA上进行了实现.该算法利用切比雪夫多项式拟合算法对传统BP算法中的复杂函数进行拟合,用少量的乘法和加法运算代替传统BP算法中的复杂函数.此外,调整得到的多项式系数,使其便于硬件实现.同时,提出一种基于移位运算的切比雪夫结构,减小因乘法器的实现带来的复杂度;并提出基于流水线设计的半并行结构,设计并实现了低复杂度的BP译码器.实验结果表明,相比于相关工作,这种结构能有效减少硬件资源.
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关 键 词: | FPGA LDPC(Low Density Parity Check)码 BP译码 |
A FPGA Design and Implementation of Low-complexity Decoder for LDPC Code |
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Institution: | (School of Computer & Communication Engineering, Univ of Science & Technology Beijing, Beijing 100083, China) |
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Abstract: | Taking advantage of the good approximation performance of Chebyshev polynomial, this paper proposed a BP algorithm based on Chebyshev polynomial fitting. And this method can transform the complicated index formula into polynomial, which can reduce the consumption of memory resources. At the same time, a Chebyshev structure with shift operation was proposed to reduce the complexity brought by multiplier; also a semi-parallel architecture with pipeline design was proposed to reduce the complexity of BP decoder. The experimental results show that such a structure can effectively reduce the hardware resources. |
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Keywords: | FPGA LDPC code BP decoding |
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