Linear Parameter-varying System Identification: New Developments and Trends (Advanced Series in Electrical and Computer Engineering)

Al Paulo Lopes Dos Santos Et

ISBN 10: 9814355445 / ISBN 13: 9789814355445

Published by World Scientific Pub Co Inc, 2012

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Bibliographic Details

• Title: Linear Parameter-varying System Identification: New Developments and Trends (Advanced Series in Electrical and Computer Engineering)
• Publisher: World Scientific Pub Co Inc
• Publication Date: 2012
• Language: English
• ISBN 10: 9814355445
• ISBN 13: 9789814355445
• Binding: Hardcover
• Condition: Like New
• Book Type: book

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Synopsis

This review volume reports the state-of-the-art in Linear Parameter Varying (LPV) system identification. Written by world renowned researchers, the book contains twelve chapters, focusing on the most recent LPV identification methods for both discrete-time and continuous-time models, using different approaches such as optimization methods for input/output LPV models Identification, set membership methods, optimization methods and subspace methods for state-space LPV models identification and orthonormal basis functions methods. Since there is a strong connection between LPV systems, hybrid switching systems and piecewise affine models, identification of hybrid switching systems and piecewise affine systems will be considered as well.