Title :
System identification using Laguerre functions: simple examples
Author :
Olivier, Philip D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Mercer Univ., Macon, GA, USA
Abstract :
A system identification technique based on Laguerre series expansions of filtered input/output data is briefly summarized. Some simple examples are presented that demonstrate the power of the technique. The examples verify that the procedure works well for lightly damped (i.e. flexible) systems, for MIMO systems as well as SISO systems, and that non positive real systems pose no problems
Keywords :
MIMO systems; identification; series (mathematics); stochastic processes; Laguerre functions; Laguerre series expansions; MIMO systems; SISO systems; filtered input/output data; lightly damped systems; non positive real systems; system identification technique; Adaptive control; Computer aided software engineering; Deconvolution; Equations; Fault detection; Flexible structures; Frequency domain analysis; MIMO; System identification; Transfer functions;
Conference_Titel :
System Theory, 1997., Proceedings of the Twenty-Ninth Southeastern Symposium on
Conference_Location :
Cookeville, TN
Print_ISBN :
0-8186-7873-9
DOI :
10.1109/SSST.1997.581706
