Linear Parameter-varying System Identification: New Developments And Trends (Advanced Series in Electrical & Computer Engineering, #14)

Paulo Lopes Dos Santos (Editor), Teresa Paula Azevedo Perdicoulis (Editor), Carlo Novara (Editor), Jose A Ramos (Editor), and Danel E Rivera (Editor)

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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.
  • ISBN13 9789814355445
  • Publish Date 4 January 2012
  • Publish Status Active
  • Publish Country SG
  • Imprint World Scientific Publishing Co Pte Ltd