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基于LDPC码校验矩阵的编码模板设计
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作者 肖若灵 尹蕊 +2 位作者 倪碧雪 吴礼 肖泽龙 《微波学报》 CSCD 北大核心 2017年第S1期284-288,共5页
单通道毫米波编码成像利用编码模板的不断变换实现对成像场景信息的多次采样并通过恢复算法实现成像,可有效减少毫米波成像通道数,但目前基于压缩感知测量矩阵的编码模板设计一直是难点。本文在建立单通道毫米波编码成像模型基础上,重... 单通道毫米波编码成像利用编码模板的不断变换实现对成像场景信息的多次采样并通过恢复算法实现成像,可有效减少毫米波成像通道数,但目前基于压缩感知测量矩阵的编码模板设计一直是难点。本文在建立单通道毫米波编码成像模型基础上,重点分析低密度奇偶校验(LDPC)码矩阵特性,设计了便于工程实现的具有循环特性的低密度奇偶校验码矩阵编码模板,有效地减小了系统中编码模板的面积。文章中采用直线型和旋转型的码版构造来说明压缩编码采样过程,最后用MATLAB仿真软件将采样得到的测量值对图像进行算法重构,仿真结果验证了该方法的可行性。 展开更多
关键词 毫米波成像 模板 压缩感知 低密度奇偶校验(ldpc)矩阵
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IEEE802.16e标准下LDPC码译码性能分析 被引量:4
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作者 张亚林 蔚保国 范广伟 《无线电工程》 2013年第11期8-10,32,共4页
LDPC码是一种逼近香农极限的线性分组码。对IEEE802.16e标准下LDPC码校验矩阵的构造及硬判决算法、BP算法、Log-BP算法和Min-Sum算法原理进行了简单介绍。基于Matlab仿真对不同码长译码性能及不同方法译码性能进行分析比较,结果显示随... LDPC码是一种逼近香农极限的线性分组码。对IEEE802.16e标准下LDPC码校验矩阵的构造及硬判决算法、BP算法、Log-BP算法和Min-Sum算法原理进行了简单介绍。基于Matlab仿真对不同码长译码性能及不同方法译码性能进行分析比较,结果显示随着码长的增加LDPC译码性能变好,讨论的几种译码算法中硬判决译码性能较差,Min-Sum译码好于硬判决译码,但稍差于BP译码和Log-BP译码,BP译码和Log-BP译码性能较好且基本一致。 展开更多
关键词 IEEE802 16e标准 ldpc码校验矩阵 硬判决译算法 BP算法
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Performance analysis of coded OFDM systems using a novel class of LDPC codes
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作者 何善宝 张立 赵春明 《Journal of Southeast University(English Edition)》 EI CAS 2004年第4期401-404,共4页
A new method of constructing regular low-density parity-check (LDPC) codes was proposed. And the novel class of LDPC codes was applied in a coded orthogonal frequency division multiplexing (OFDM) system. This method e... A new method of constructing regular low-density parity-check (LDPC) codes was proposed. And the novel class of LDPC codes was applied in a coded orthogonal frequency division multiplexing (OFDM) system. This method extended the class of LDPC codes which could be constructed from shifted identity matrices. The method could avoid short cycles in Tanner graphs with simple inequation in the construction of shifting identity matrices, which made the girth of Tanner graphs 8. Because of the quasicyclic structure and the inherent block configuration of parity-check matrices, the encoders and the decoders were practically feasible. They were linear-time encodable and decodable. The LDPC codes proposed had various code rates, ranging from low to high. They performed excellently with iterative decoding and demonstrate better performance than other regular LDPC codes in OFDM systems. 展开更多
关键词 Computer simulation Iterative methods Mobile telecommunication systems QUASICRYSTALS Turbo codes
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Construction of Short-Block Nonbinary LDPC Codes Based on Cyclic Codes 被引量:1
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作者 Hengzhou Xu Baoming Bai +2 位作者 Min Zhu Bo Zhang Yulong Zhang 《China Communications》 SCIE CSCD 2017年第8期1-9,共9页
In this paper, we focus on shortblock nonbinary LDPC(NB-LDPC) codes based on cyclic codes. Based on Tanner graphs' isomorphism, we present an efficient search algorithm for finding non-isomorphic binary cyclic LDP... In this paper, we focus on shortblock nonbinary LDPC(NB-LDPC) codes based on cyclic codes. Based on Tanner graphs' isomorphism, we present an efficient search algorithm for finding non-isomorphic binary cyclic LDPC codes. Notice that the parity-check matrix H of the resulting code is square and not of full rank, and its row weight and column weight are the same. By replacing the ones in the same column of H with a nonzero element of fi nite fi elds GF(q), a class of NB-LDPC codes over GF(q) is obtained. Numerical results show that the constructed codes perform well over the AWGN channel and have fast decoding convergence. Therefore, the proposed NB-LDPC codes provide a promising coding scheme for low-latency and high-reliability communications. 展开更多
关键词 nonbinary ldpc codes tanner graph isomorphism iterative decoding
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A CLASS OF LDPC CODE'S CONSTRUCTION BASED ON AN ITERATIVE RANDOM METHOD
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作者 Huang Zhonghu Shen Lianfeng 《Journal of Electronics(China)》 2006年第1期124-127,共4页
This letter gives a random construction for Low Density Parity Check (LDPC) codes, which uses an iterative algorithm to avoid short cycles in the Tanner graph. The construction method has great flexible choice in LDPC... This letter gives a random construction for Low Density Parity Check (LDPC) codes, which uses an iterative algorithm to avoid short cycles in the Tanner graph. The construction method has great flexible choice in LDPC code's parameters including codelength, code rate, the least girth of the graph, the weight of column and row in the parity check matrix. The method can be applied to the irregular LDPC codes and strict regular LDPC codes. Systemic codes have many applications in digital communication, so this letter proposes a construction of the generator matrix of systemic LDPC codes from the parity check matrix. Simulations show that the method performs well with iterative decoding. 展开更多
关键词 Low Density Parity Check ldpc codes Sum Product Algorithm(SPA) Random construction Algebraic construction Parity check matrix Generator matrix
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Construction of type-Ⅱ QC-LDPC codes with fast encoding based on perfect cyclic difference sets 被引量:1
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作者 李玲香 李海兵 +1 位作者 李季碧 江华 《Optoelectronics Letters》 EI 2017年第5期358-362,共5页
In view of the problems that the encoding complexity of quasi-cyclic low-density parity-check(QC-LDPC) codes is high and the minimum distance is not large enough which leads to the degradation of the error-correction ... In view of the problems that the encoding complexity of quasi-cyclic low-density parity-check(QC-LDPC) codes is high and the minimum distance is not large enough which leads to the degradation of the error-correction performance, the new irregular type-Ⅱ QC-LDPC codes based on perfect cyclic difference sets(CDSs) are constructed. The parity check matrices of these type-Ⅱ QC-LDPC codes consist of the zero matrices with weight of 0, the circulant permutation matrices(CPMs) with weight of 1 and the circulant matrices with weight of 2(W2CMs). The introduction of W2CMs in parity check matrices makes it possible to achieve the larger minimum distance which can improve the error-correction performance of the codes. The Tanner graphs of these codes have no girth-4, thus they have the excellent decoding convergence characteristics. In addition, because the parity check matrices have the quasi-dual diagonal structure, the fast encoding algorithm can reduce the encoding complexity effectively. Simulation results show that the new type-Ⅱ QC-LDPC codes can achieve a more excellent error-correction performance and have no error floor phenomenon over the additive white Gaussian noise(AWGN) channel with sum-product algorithm(SPA) iterative decoding. 展开更多
关键词 Convolutional codes Encoding (symbols) Error correction Errors Gaussian noise (electronic) Iterative decoding Iterative methods Matrix algebra Satellite communication systems Set theory Signal encoding Turbo codes White noise
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