{"title":"BMS信道上空间耦合码的译码波速度","authors":"Rafah El-Khatib, N. Macris","doi":"10.1109/ISIT.2016.7541673","DOIUrl":null,"url":null,"abstract":"We consider the dynamics of belief propagation decoding of spatially coupled Low-Density Parity-Check codes. It has been conjectured that after a short transient phase, the profile of “error probabilities” along the spatial direction of a spatially coupled code develops a uniquely-shaped wavelike solution that propagates with constant velocity ν. Under this assumption and for transmission over general Binary Memoryless Symmetric channels, we derive a formula for ν. We also propose approximations that are simpler to compute and support our findings using numerical data.","PeriodicalId":198767,"journal":{"name":"2016 IEEE International Symposium on Information Theory (ISIT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-08-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"The velocity of the decoding wave for spatially coupled codes on BMS channels\",\"authors\":\"Rafah El-Khatib, N. Macris\",\"doi\":\"10.1109/ISIT.2016.7541673\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We consider the dynamics of belief propagation decoding of spatially coupled Low-Density Parity-Check codes. It has been conjectured that after a short transient phase, the profile of “error probabilities” along the spatial direction of a spatially coupled code develops a uniquely-shaped wavelike solution that propagates with constant velocity ν. Under this assumption and for transmission over general Binary Memoryless Symmetric channels, we derive a formula for ν. We also propose approximations that are simpler to compute and support our findings using numerical data.\",\"PeriodicalId\":198767,\"journal\":{\"name\":\"2016 IEEE International Symposium on Information Theory (ISIT)\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-08-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 IEEE International Symposium on Information Theory (ISIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISIT.2016.7541673\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE International Symposium on Information Theory (ISIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIT.2016.7541673","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
The velocity of the decoding wave for spatially coupled codes on BMS channels
We consider the dynamics of belief propagation decoding of spatially coupled Low-Density Parity-Check codes. It has been conjectured that after a short transient phase, the profile of “error probabilities” along the spatial direction of a spatially coupled code develops a uniquely-shaped wavelike solution that propagates with constant velocity ν. Under this assumption and for transmission over general Binary Memoryless Symmetric channels, we derive a formula for ν. We also propose approximations that are simpler to compute and support our findings using numerical data.