Title :
Frequency domain stochastic balanced truncation: An accuracy enhanced large scale model reduction technique
Author :
Shaker, Hamid Reza ; Samavat, Mahmoud ; Ghareveisi, Ali Akbar
Author_Institution :
Dept. of Electr. Eng., Shahid Bahonar Univ. of Kerman
Abstract :
A new method for relative error model order reduction is proposed. The reduction technique is based on two recently developed methods, namely frequency domain balanced truncation within a frequency bound and inner-outer factorization techniques. The proposed method is of interest for practical model order reduction because in this context it is important to keep the accuracy of the approximation as high as possible without sacrificing the computational efficiency. Numerical results show the accuracy and efficiency enhancement of the method
Keywords :
frequency-domain synthesis; matrix decomposition; reduced order systems; frequency domain stochastic balanced truncation; inner-outer factorization; relative error model order reduction; Binary search trees; Control system synthesis; Frequency domain analysis; Frequency response; Hardware; Large-scale systems; Reduced order systems; Stability; Stochastic processes; Stochastic systems;
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.2006.4777116