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An improved low-complexity sum-product decoding algorithm for low-density parity-check codes
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作者 Michaelraj Kingston ROBERTS Ramesh JAYABALAN 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2015年第6期511-518,共8页
In this paper, an improved low-complexity sum-product decoding algorithm is presented for low-density parity-check (LDPC) codes. In the proposed algorithm, reduction in computational complexity is achieved by utiliz... In this paper, an improved low-complexity sum-product decoding algorithm is presented for low-density parity-check (LDPC) codes. In the proposed algorithm, reduction in computational complexity is achieved by utilizing fast Fourier transform (FFT) with time shift in the check node process. The improvement in the decoding performance is achieved by utilizing an op- timized integer constant in the variable node process. Simulation results show that the proposed algorithm achieves an overall coding gain improvement ranging from 0.04 to 0.46 dB. Moreover, when compared with the sum-product algorithm (SPA), the proposed decoding algorithm can achieve a reduction of 42%-67% of the total number of arithmetic operations required for the decoding process. 展开更多
关键词 Computational complexity Coding gain Fast Fourier transform (FFT) Low-density parity-check (LDPC) codes Sum-product algorithm spa
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多进制LDPC码编译码研究
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作者 陈志为 《舰船电子对抗》 2016年第2期53-57,61,共6页
低密度奇偶校验(LDPC)码是当前广泛应用的信道编码方式。多进制LDPC码在各类噪声的干扰下,纠错性能仍然极好,是如今信道编码学者重点研究方向。主要研究多进制LDPC码的编码和译码方法,通过软件仿真,分别对比不同编码和译码方法的纠错性... 低密度奇偶校验(LDPC)码是当前广泛应用的信道编码方式。多进制LDPC码在各类噪声的干扰下,纠错性能仍然极好,是如今信道编码学者重点研究方向。主要研究多进制LDPC码的编码和译码方法,通过软件仿真,分别对比不同编码和译码方法的纠错性能,并分析造成纠错性能差异的原因。主要对一种由二进制LDPC码中元素替换得到的四进制LDPC码,通过软件进行仿真分析,并最终得到5/6码率,采用16符号正交幅度调制(16QAM)方式的四进制LDPC码的编码结构。 展开更多
关键词 信道编码 多进制低密度奇偶校验码 快速傅里叶变换-算法(FFT-spa)译码
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