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An Algebraic Construction of Quasi-Cyclic LDPC Codes Based on the Conjugates of Primitive Elements over Finite Fields

机译:基于有限域本原元素共轭的准循环LDPC码的代数构造

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Recently, there have been major developments in utilizing the finite fields to construct Low-density Parity-check (LDPC) codes. In this correspondence, an algebraic approach based on the conjugates of primitive elements over finite fields to construct Quasi-Cyclic (QC) Low-Density Parity-Check codes is presented. Proposed QC-LDPC codes provide an excellent error performance with Belief Propagation (BP) decoding over an Additive White Gaussian Noise (AWGN) channel. Based on numerical results, the performance analysis shows that the proposed QC-LDPC codes perform as well as the randomly constructed Progressive edge growth (PEG) LDPC codes and algebraic QC-LDPC in the lower signal-to-noise ratio (SNR) region but outperform their counterparts in the higher SNR region. Also, the codes constructed are QC in nature, so the encoding can be done with shift register circuits having linear complexity.
机译:近来,在利用有限域来构造低密度奇偶校验(LDPC)码方面已经有了重大发展。在这种对应关系中,提出了一种基于有限域上原始元素共轭的代数方法,以构造拟循环(QC)低密度奇偶校验码。提议的QC-LDPC码通过加性高斯白噪声(AWGN)信道上的置信传播(BP)解码提供了出色的错误性能。根据数值结果,性能分析表明,所提出的QC-LDPC码在较低的信噪比(SNR)区域中具有与随机构造的渐进边缘生长(PEG)LDPC码和代数QC-LDPC相同的性能,但是在较高的SNR区域中胜过其同类产品。而且,所构造的代码本质上是QC的,因此可以利用具有线性复杂度的移位寄存器电路来进行编码。

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