{"title":"Hybrid Adaptive Kalman Filter: Calibrating a Hemodynamic Model for Continuous Arterial Pressure Monitoring","authors":"Yi Zhang, H. Asada","doi":"10.1115/imece2001/bed-23015","DOIUrl":null,"url":null,"abstract":"\n A Hybrid Adaptive Kalman Filter (HAKF), consisting of a continuous Standard Kalman Filter (SKF) and an intermittent Least Squares Parameter Estimator (LSPE), is proposed to calibrate the hemodynamic model for continuous arterial pressure monitoring. Simulations of the HAKF using a classic Windkessel model are carried out to prove the principle of the proposal.","PeriodicalId":7238,"journal":{"name":"Advances in Bioengineering","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2001-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advances in Bioengineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1115/imece2001/bed-23015","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Hybrid Adaptive Kalman Filter: Calibrating a Hemodynamic Model for Continuous Arterial Pressure Monitoring
A Hybrid Adaptive Kalman Filter (HAKF), consisting of a continuous Standard Kalman Filter (SKF) and an intermittent Least Squares Parameter Estimator (LSPE), is proposed to calibrate the hemodynamic model for continuous arterial pressure monitoring. Simulations of the HAKF using a classic Windkessel model are carried out to prove the principle of the proposal.
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