Linear Parameter-Varying System Identification New Developments and Trends |
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| Author:
| Santos, Paulo Lopes Dos
Lopes, Dos
Santos, Paulo |
| ISBN: | 978-981-4355-44-5 |
| Publication Date: | Dec 2011 |
| Publisher: | World Scientific Publishing Co Pte Ltd
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| Book Format: | Hardback |
| List Price: | USD $148.00 |
Book Description:
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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...
More DescriptionThis 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.