{"title":"Bounds on mutual information rates of noisy channels with timing errors","authors":"W. Zeng, Jitender Tokas, R. Motwani, A. Kavcic","doi":"10.1109/ISIT.2005.1523428","DOIUrl":null,"url":null,"abstract":"In this paper, we consider the information rates of baseband linear filter channels with timing errors. We assume that the timing error can be modeled as a discrete-valued Markov process. Based on this assumption, we turn the channel into a finite-state machine model and show that the output sequence is an ergodic and asymptotically stationary hidden Markov process. We then propose Monte-Carlo methods to compute the upper and lower bounds on the information rate by utilizing the entropy ergodic theorem","PeriodicalId":166130,"journal":{"name":"Proceedings. International Symposium on Information Theory, 2005. ISIT 2005.","volume":"25 2","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2005-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings. International Symposium on Information Theory, 2005. ISIT 2005.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISIT.2005.1523428","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12
Abstract
In this paper, we consider the information rates of baseband linear filter channels with timing errors. We assume that the timing error can be modeled as a discrete-valued Markov process. Based on this assumption, we turn the channel into a finite-state machine model and show that the output sequence is an ergodic and asymptotically stationary hidden Markov process. We then propose Monte-Carlo methods to compute the upper and lower bounds on the information rate by utilizing the entropy ergodic theorem