{"title":"低误码率的多LDPC解码器","authors":"I. Tsatsaragkos, N. Kanistras, Vassilis Paliouras","doi":"10.1109/ICDSP.2011.6004951","DOIUrl":null,"url":null,"abstract":"The error correcting capability of LDPC based systems at low noise levels is often dominated by the so-called error floor, a region in the BER vs. noise level plot, where BER reduction slows down as the noise level decreases. The error floor behavior is commonly attributed to the sub-optimality of iterative decoding algorithms on graphs with cycles, which become trapped to local minimum solutions. Trapping of the decoder depends on several factors, including the decoding algorithm. A particular received word that is not decoded by a certain algorithm may be decoded successfully by a different algorithm. The proposed Multiple Decoder exploits this diverse behavior, by decoding a particular received word with N different algorithms, composing an LDPC decoder that achieves very low BER in the error floor region of operation, less iterations and higher throughput than the equivalent single decoder system.","PeriodicalId":360702,"journal":{"name":"2011 17th International Conference on Digital Signal Processing (DSP)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"Multiple LDPC decoder of very low bit-error rate\",\"authors\":\"I. Tsatsaragkos, N. Kanistras, Vassilis Paliouras\",\"doi\":\"10.1109/ICDSP.2011.6004951\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The error correcting capability of LDPC based systems at low noise levels is often dominated by the so-called error floor, a region in the BER vs. noise level plot, where BER reduction slows down as the noise level decreases. The error floor behavior is commonly attributed to the sub-optimality of iterative decoding algorithms on graphs with cycles, which become trapped to local minimum solutions. Trapping of the decoder depends on several factors, including the decoding algorithm. A particular received word that is not decoded by a certain algorithm may be decoded successfully by a different algorithm. The proposed Multiple Decoder exploits this diverse behavior, by decoding a particular received word with N different algorithms, composing an LDPC decoder that achieves very low BER in the error floor region of operation, less iterations and higher throughput than the equivalent single decoder system.\",\"PeriodicalId\":360702,\"journal\":{\"name\":\"2011 17th International Conference on Digital Signal Processing (DSP)\",\"volume\":\"31 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-07-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 17th International Conference on Digital Signal Processing (DSP)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICDSP.2011.6004951\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 17th International Conference on Digital Signal Processing (DSP)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICDSP.2011.6004951","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The error correcting capability of LDPC based systems at low noise levels is often dominated by the so-called error floor, a region in the BER vs. noise level plot, where BER reduction slows down as the noise level decreases. The error floor behavior is commonly attributed to the sub-optimality of iterative decoding algorithms on graphs with cycles, which become trapped to local minimum solutions. Trapping of the decoder depends on several factors, including the decoding algorithm. A particular received word that is not decoded by a certain algorithm may be decoded successfully by a different algorithm. The proposed Multiple Decoder exploits this diverse behavior, by decoding a particular received word with N different algorithms, composing an LDPC decoder that achieves very low BER in the error floor region of operation, less iterations and higher throughput than the equivalent single decoder system.