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HIGH-PERFORMANCE SIMPLE-ENCODING GENERATOR-BASED SYSTEMATIC IRREGULAR LDPC CODES AND RESULTED PRODUCT CODES

机译:基于高性能,简单编码的基于生成器的系统不规则LDPC编码和生成的产品编码

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摘要

Low-Density Parity-Check (LDPC) code is one of the most exciting topics among the coding theory community. It is of great importance in both theory and practical communications over noisy channels. The most advantage of LDPC codes is their relatively lower decoding complexity compared with turbo codes, while the disadvantage is its higher encoding complexity. In this paper, a new approach is first proposed to construct high performance irregular systematic LDPC codes based on sparse generator matrix, which can significantly reduce the encoding complexity under the same decoding complexity as that of regular or irregular LDPC codes defined by traditional sparse parity-check matrix. Then, the proposed generator-based systematic irregular LDPC codes are adopted ss constituent block codes in rows and columns to design a new kind of product codes family, which also can be interpreted as irregular LDPC codes characterized by graph and thus decoded iteratively. Finally,the performance of the generator-based LDPC codes and the resultant product codes is investigated over an Additive White Gaussian Noise (AWGN) and also compared with the conventional LDPC codes under the same conditions of decoding complexity and channel noise.
机译:低密度奇偶校验(LDPC)代码是编码理论界中最令人兴奋的主题之一。无论是在嘈杂的渠道上进行理论交流还是在实践交流中,这一点都非常重要。 LDPC码的最大优点是与Turbo码相比,其解码复杂度相对较低,而缺点是编码复杂度较高。本文首先提出了一种基于稀疏生成器矩阵构造高性能不规则系统LDPC码的新方法,该方法可以在与传统稀疏奇偶校验定义的常规或不规则LDPC码相同的解码复杂度下,显着降低编码复杂度,检查矩阵。然后,将所提出的基于生成器的系统不规则LDPC码在行和列中采用组成块码来设计一种新型的产品码族,该产品码族也可以解释为以图形为特征的不规则LDPC码,从而进行迭代解码。最后,在加性白高斯噪声(AWGN)上研究了基于发生器的LDPC码和所得乘积码的性能,并在相同的解码复杂度和信道噪声条件下,将其与常规LDPC码进行了比较。

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