Title :
Model validation of multirate systems from time-domain experimental data
Author :
Chai, Li ; Qiu, Li
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., Kowloon, China
Abstract :
The validation problem using time-domain experimental data is studied for multirate linear fractional uncertain models. First we give the necessary and sufficient conditions to the Caratheodory-Fejer interpolation problem with nest operator constraints. The validation tests are then given based on the above conditions and the lifting technique. Tractable convex optimization methods can be used to solve the validation problems
Keywords :
MIMO systems; interpolation; modelling; sampled data systems; time-domain analysis; Caratheodory-Fejer interpolation problem; lifting technique; model validation; multirate linear fractional uncertain models; multirate systems; necessary and sufficient conditions; nest operator constraints; time-domain experimental data; tractable convex optimization methods; Communication system control; Control systems; Digital systems; Optimal control; Process control; Signal processing; Signal sampling; System identification; Testing; Time domain analysis;
Conference_Titel :
Intelligent Control and Automation, 2000. Proceedings of the 3rd World Congress on
Conference_Location :
Hefei
Print_ISBN :
0-7803-5995-X
DOI :
10.1109/WCICA.2000.862580