A novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization
In this paper, a novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization is proposed for regularly structured low density parity-check（LDPC） codes. A weighted measure is introduced for each check-sum of the parity-check matrix and a scaling factor is used t...
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| Published in: | Optoelectronics letters Vol. 13; no. 3; pp. 217 - 220 |
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| Format: | Journal Article |
| Language: | English |
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Tianjin
Tianjin University of Technology
01.05.2017
Springer Nature B.V |
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| ISSN: | 1673-1905, 1993-5013 |
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| Abstract | In this paper, a novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization is proposed for regularly structured low density parity-check（LDPC） codes. A weighted measure is introduced for each check-sum of the parity-check matrix and a scaling factor is used to weaken the overestimation of extrinsic information. Furthermore, the updating process of the reliability measure takes advantage of turbo-like iterative decoding strategy. The main computational complexity of the proposed algorithm only includes logical and integer operations with the bit uniform quantization criterion. Simulation results show that the novel decoding algorithm can achieve excellent error-correction performance and a fast decoding convergence speed. |
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| AbstractList | In this paper, a novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization is proposed for regularly structured low density parity-check (LDPC) codes. A weighted measure is introduced for each check-sum of the parity-check matrix and a scaling factor is used to weaken the overestimation of extrinsic information. Furthermore, the updating process of the reliability measure takes advantage of turbo-like iterative decoding strategy. The main computational complexity of the proposed algorithm only includes logical and integer operations with the bit uniform quantization criterion. Simulation results show that the novel decoding algorithm can achieve excellent error-correction performance and a fast decoding convergence speed. In this paper, a novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization is proposed for regularly structured low density parity-check（LDPC） codes. A weighted measure is introduced for each check-sum of the parity-check matrix and a scaling factor is used to weaken the overestimation of extrinsic information. Furthermore, the updating process of the reliability measure takes advantage of turbo-like iterative decoding strategy. The main computational complexity of the proposed algorithm only includes logical and integer operations with the bit uniform quantization criterion. Simulation results show that the novel decoding algorithm can achieve excellent error-correction performance and a fast decoding convergence speed. |
| Author | 袁建国 汪哲 何昌伟 林金朝 庞宇 |
| AuthorAffiliation | Chongqing Key Laboratory of Photoelectronie Information Sensing and Transmitting Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China |
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| Cites_doi | 10.1007/s11801-013-3135-y 10.1109/TVT.2015.2432099 10.1109/LCOMM.2016.2623783 10.1109/LCOMM.2016.2584069 10.1109/TIT.2007.899516 10.1049/el.2013.2390 10.1109/JCN.2015.000064 10.1109/LCOMM.2014.2363112 10.1109/JCN.2015.000042 |
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| Copyright | Tianjin University of Technology and Springer-Verlag Berlin Heidelberg 2017 Copyright Springer Science & Business Media 2017 |
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| Notes | In this paper, a novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization is proposed for regularly structured low density parity-check（LDPC） codes. A weighted measure is introduced for each check-sum of the parity-check matrix and a scaling factor is used to weaken the overestimation of extrinsic information. Furthermore, the updating process of the reliability measure takes advantage of turbo-like iterative decoding strategy. The main computational complexity of the proposed algorithm only includes logical and integer operations with the bit uniform quantization criterion. Simulation results show that the novel decoding algorithm can achieve excellent error-correction performance and a fast decoding convergence speed. 12-1370/TN decoding iterative quantization parity integer correction extrinsic turbo scaling operations ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
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| PublicationTitle | Optoelectronics letters |
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| Publisher | Tianjin University of Technology Springer Nature B.V |
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| References | ZhangPYuSLiuCElectronics Letters20145032010.1049/el.2013.2390 CatJ MGarF VCommunication Letters201418206510.1109/LCOMM.2014.2363112 WojciechSIEEE Communications Letters201620170510.1109/LCOMM.2016.2584069 YeoSParkI-CIEEE Communications Letters20172123010.1109/LCOMM.2016.2623783 AndreG D UCorneliusT HRodrigoC d LIEEE Transactions on Vehicular Technology201665273510.1109/TVT.2015.2432099 YuanJ-gTongQ-zHuangSWangYOptoelectronics Letters2013904692013OptEL...9..469Y10.1007/s11801-013-3135-y ChenHLuoLSunYCommunications and Networks20151733910.1109/JCN.2015.000064 SunYChenHLiXCommunications and Networks20151721310.1109/JCN.2015.000042 WenJHanGLinXPerformance of the Modified SRBI-MLGD Algorithm for LDPC Codes in MLC NAND Flash Memory10th International Conference on Information, Communications and Signal Processing20151 LeiTFengfanYShunwaiZIET Journals and Magazines201625179 YuanJHeCGaoWWangYJournal of Chongqing University of Posts and Telecommunications (Natural Science Edition)201527770 KhittiwitchayakulSPhakphisutWSupnithiPWeighted Bit-flipping Decoding for Product LDPC Codes13th International Conference on Electrical Engineering/ Electronics, Computer20161 NgatchedT M NAlfaA SJunCNear Optimum Majority-Logic Based Decoding of Low-Density Parity-Check CodesIEEE Intentional Conference on Communications20111 LanLZengLTaiYYChenLIEEE Transactions on Information Theory2007532429231938310.1109/TIT.2007.899516 WEIXZHANGWJournal of Chongqing University of Posts and Telecommunications20162860 X WEI (7046_CR4) 2016; 28 S Yeo (7046_CR8) 2017; 21 P Zhang (7046_CR3) 2014; 50 J Wen (7046_CR10) 2015 T Lei (7046_CR2) 2016; 25 S Wojciech (7046_CR1) 2016; 20 G D U Andre (7046_CR5) 2016; 65 J Yuan (7046_CR6) 2015; 27 S Khittiwitchayakul (7046_CR9) 2016 J M Cat (7046_CR14) 2014; 18 H Chen (7046_CR12) 2015; 17 Y Sun (7046_CR13) 2015; 17 T M N Ngatched (7046_CR11) 2011 J-g Yuan (7046_CR7) 2013; 9 L Lan (7046_CR15) 2007; 53 |
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| SubjectTerms | Algorithms Binary system Codes Computer simulation Decoding Error correction Iterative methods Lasers Measurement Optical Devices Optics Parity Photonics Physics Physics and Astronomy Reliability Scaling factors turbo迭代译码 低密度奇偶校验码 可靠性度量 均匀 奇偶校验矩阵 译码算法 逻辑 量化 |
| Title | A novel soft reliability-based iterative majority-logic decoding algorithm with uniform quantization |
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