Title :
Nonparametric MIMO FRF matrix estimation using a single periodic broadband excitation
Author :
Smolders, Kris ; Swevers, Jan
Author_Institution :
Dept. of Mech. Eng., Katholieke Universiteit Leuven, Heverlee
Abstract :
This paper presents a new method to estimate the FRF matrix of a MIMO linear time-invariant system using periodic broadband excitation. The main advantage of this method lies in the fact that a full MIMO FRF matrix can be estimated using only one experiment in contrast to other approaches that require at least as many experiments as there are inputs (Dedene et al., 2002; Guillaume et al., 1996; Pintelon and Schoukens, 2001). This yields a reduction of the experiment duration if the excitation signals are properly designed. Experimental validation of this new method on a multivariable test setup is presented
Keywords :
MIMO systems; frequency response; linear systems; matrix algebra; MIMO linear time-invariant system; frequency response; multivariable systems; nonparametric MIMO FRF matrix estimation; nonparametric identification; optimal experiment design; single periodic broadband excitation; Control systems; Filters; Frequency domain analysis; Frequency response; MIMO; Mechanical engineering; Neodymium; Signal design; Testing; White noise; frequency respons; multivariable systems; non-parametric identification; optimal experiment design;
Conference_Titel :
Computer Aided Control System Design, 2006 IEEE International Conference on Control Applications, 2006 IEEE International Symposium on Intelligent Control, 2006 IEEE
Conference_Location :
Munich
Print_ISBN :
0-7803-9797-5
Electronic_ISBN :
0-7803-9797-5
DOI :
10.1109/CACSD-CCA-ISIC.2006.4777045