TY - BOOK
T1 - Linear parameter-varying system identification
T2 - New developments and trends
AU - Santos, Paulo Lopes dos
AU - Perdicoúlis, Teresa Paula Azevedo
AU - Novara, Carlo
AU - Ramos, Jose A.
AU - Rivera, Daniel E.
N1 - Publisher Copyright:
© 2012 by World Scientific Publishing Co. Pte. Ltd.
PY - 2011/12/23
Y1 - 2011/12/23
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85118008296&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85118008296&partnerID=8YFLogxK
U2 - 10.1142/9789814355452
DO - 10.1142/9789814355452
M3 - Book
AN - SCOPUS:85118008296
BT - Linear parameter-varying system identification
PB - World Scientific Publishing Co.
ER -