| RECURSIVE PARAMETER ESTIMATION |
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| 作者姓名： | SARAH C.RUTAN |
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| 作者单位： | Department of |
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| 摘 要： | The use of recursive filtering techniques for parameter estimation in a variety of areas is reviewed.Inparticular,the Kalman filter algorithm is described,along with several variations,including square-root,UDUT and information filters.The solution to parameter estimation problems is discussed for both linearand non-linear models.Applications described include calibration,curve resolution in spectroscopy,chromatography,electrochemistry,kinetic analysis and process monitoring.
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RECURSIVE PARAMETER ESTIMATION |
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| SARAH C.RUTAN.RECURSIVE PARAMETER ESTIMATION[J].Journal of Geographical Sciences,1990(2). |
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| Authors: | SARAH CRUTAN |
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| Institution: | SARAH C.RUTAN Department of Chemistry,Box,Virginia Commonwealth University,Richmon,VA -,U.S.A. |
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| Abstract: | The use of recursive filtering techniques for parameter estimation in a variety of areas is reviewed.In particular,the Kalman filter algorithm is described,along with several variations,including square-root, UDUT and information filters.The solution to parameter estimation problems is discussed for both linear and non-linear models.Applications described include calibration,curve resolution in spectroscopy, chromatography,electrochemistry,kinetic analysis and process monitoring. |
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| Keywords: | Kalman filter Recursive digital filter Square-root filter Information filter Parameter estimation |
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