CCE Faculty Books and Book Chapters
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
NSUWorks Citation
Ramos, Jose A.; Lopes dos Santos, Paulo; Azevedo Perdicoulis, Teresa Paula; Novara, Carlo; and Rivera, Daniel E., "Linear Parameter-Varying System Identification: New Developments and Trends (Advanced Series in Electrical and Computer Engineering - Vol. 14)" (2011). CCE Faculty Books and Book Chapters. 30.
https://nsuworks.nova.edu/gscis_facbooks/30