CEC Faculty Books and Book Chapters

Linear Parameter-Varying System Identification: New Developments and Trends (Advanced Series in Electrical and Computer Engineering - Vol. 14)

Title

Linear Parameter-Varying System Identification: New Developments and Trends (Advanced Series in Electrical and Computer Engineering - Vol. 14)

Files

Document Type

Book

Description

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.

ISBN

978-9814355445

Publication Date

2011

Publisher

World Scientific Publishing

City

Singapore

Disciplines

Computer Sciences

Linear Parameter-Varying System Identification: New Developments and Trends (Advanced Series in Electrical and Computer Engineering - Vol. 14)
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