{"title":"Transient performance degradation of the LMS adaptive algorithm","authors":"L. Stoica","doi":"10.1109/SCS.2003.1227102","DOIUrl":null,"url":null,"abstract":"In the present paper, the transient performance of correlated input data is studied for LMS adaptive algorithm. Analysis is performed for adaptive systems identification with stationary Gaussian inputs. The LMS adaptive algorithm behavior is tested in a system identification application using Matlab simulations.","PeriodicalId":375963,"journal":{"name":"Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on","volume":"3 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Signals, Circuits and Systems, 2003. SCS 2003. International Symposium on","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SCS.2003.1227102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
In the present paper, the transient performance of correlated input data is studied for LMS adaptive algorithm. Analysis is performed for adaptive systems identification with stationary Gaussian inputs. The LMS adaptive algorithm behavior is tested in a system identification application using Matlab simulations.
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