Title :
On frequency weighted balanced truncation technique retaining Hankel singular values
Author :
Ghafoor, Abdul ; Sreeram, Victor ; Treasure, Richard
Author_Institution :
Sch. of Electr. Electron. & Comput. Eng., Western Australia Univ., Crawley, WA, Australia
Abstract :
A modification to Lin and Chiu´s technique of frequency weighted balanced truncation is presented. The method is based on simultaneously diagonalizing the frequency weighted controllability and observability Gramians. Instead of obtaining the reduced order models from the truncated frequency weighted balanced realization as in the conventional techniques, the models are obtained from the truncated augmented system realizations which ensure matching of the dominant frequency weighted Hankel singular values. The method is compared with the method of using numerical examples.
Keywords :
Hankel matrices; controllability; observability; realisation theory; reduced order systems; singular value decomposition; Chiu modification technique; Gramian observability; Hankel singular values; Lin modification technique; frequency weighted balanced truncation technique; frequency weighted controllability; frequency weighted observability; reduced order models; truncated augmented system realization; Approximation error; Control systems; Controllability; Filters; Frequency; Observability; Poles and zeros; Reduced order systems; Stability; Transfer functions;
Conference_Titel :
Control Applications, 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN :
0-7803-8633-7
DOI :
10.1109/CCA.2004.1387284