Title :
Comparison of three procedures for the identification of hybrid systems
Author :
Niessen, J.H.G. ; Juloski, A. Li ; Ferrari-Trecate, G. ; Heemels, W.P.M.H.
Author_Institution :
Dept. of Electr. Eng., Eindhoven Univ. of Technol., Netherlands
Abstract :
In This work, three recently proposed procedures for the identification of piece-wise autoregressive exogenous (PWARX) models are compared. Quantitative measures for the quality of the obtained models are proposed. Using one dimensional examples, specific behaviors of the methods are pointed out. An experimental example is considered as well.
Keywords :
autoregressive processes; discrete time systems; identification; pattern clustering; piecewise linear techniques; vectors; discrete time systems; hybrid system identification; parameter vectors; pattern clustering; piecewise autoregressive exogenous model; quantitative measures; Clustering algorithms; Embedded system; Linear systems;
Conference_Titel :
Control Applications, 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN :
0-7803-8633-7
DOI :
10.1109/CCA.2004.1387285
