Title :
Model reduction of stabilizable nonstationary LPV models
Author :
Farhood, Mazen ; Beck, Carolyn L. ; Dullerud, Geir E.
Author_Institution :
Dept. of Mech. & Ind. Eng., Illinois Univ., Urbana, IL, USA
Abstract :
This paper provides a systematic approach for the model reduction of nonstationary linear parameter-varying (NLPV) models without the restriction that the model in question must be stable. The approach requires the development and use of coprime factorizations for NLPV models. For the general class of eventually periodic NLPV systems, which include periodic and finite horizon systems as special cases, our results can be explicitly computed using semidefinite programming.
Keywords :
nonlinear control systems; reduced order systems; stability; NLPV models; coprime factorizations; finite horizon systems; model reduction; nonstationary linear parameter-varying models; semidefinite programming; Control system synthesis; Hilbert space; Industrial engineering; Multidimensional systems; Nonlinear control systems; Nonlinear systems; Reduced order systems;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1271902