Linear Parameter-varying System Identification: New Developments And Trends
Paulo Lopes Dos Santos · Teresa Paula Azevedo Perdicoulis · Carlo Novara · Jose A Ramos · Danel E Rivera
dek, 2011 · Advanced Series In Electrical And Computer Engineering 14-kitob · World Scientific
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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 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.
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