DocumentCode :
266826
Title :
Generalized inverses of periodic matrix pairs and model reduction for periodic control systems
Author :
Hossain, Mohammad-Sahadet ; Benner, Peter
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., North South Univ., Dhaka, Bangladesh
fYear :
2014
fDate :
10-12 April 2014
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, we discuss the structure preserving iterative solutions of large scale sparse projected periodic discrete-time algebraic Lyapunov equations which arise in periodic state feedback control problems and in model reduction of periodic descriptor systems. We extend the idea of computing the generalized inverses of periodic discrete-time descriptor systems using the left and right deflating projectors associated with the eigenstructures of the periodic singular matrix pairs. The computed periodic inverses are then used in the Smith iterative method to compute the iterative solutions of the projected periodic discrete-time algebraic Lyapunov equations. A low-rank version of this method is also presented, which can be used to compute low-rank approximations to the solutions of projected periodic discrete-time algebraic Lyapunov equations. Moreover, we consider an application of the Lyapunov solvers in balanced truncation model reduction of periodic discrete-time descriptor systems. Numerical results are given to illustrate the efficiency and accuracy of the proposed methods.
Keywords :
Lyapunov matrix equations; approximation theory; discrete time systems; iterative methods; periodic control; reduced order systems; state feedback; Lyapunov solvers; Smith iterative method; balanced truncation model reduction; computed periodic inverses; discrete-time descriptor systems; eigenstructures; generalized inverses; large scale sparse projected periodic discrete-time algebraic Lyapunov equations; left deflating projectors; low-rank approximations; model reduction; periodic descriptor systems; periodic singular matrix pairs; periodic state feedback control problems; right deflating projectors; structure preserving iterative solutions; Eigenvalues and eigenfunctions; Equations; Indexes; Iterative methods; Mathematical model; Periodic structures; Reduced order systems; Generalized inverses of periodic matrix pairs; Periodic descriptor systems; Smith iteration; lifted state space representation; model order reduction; periodic projected Lyapunov equation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical Engineering and Information & Communication Technology (ICEEICT), 2014 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-4820-8
Type :
conf
DOI :
10.1109/ICEEICT.2014.6919033
Filename :
6919033
Link To Document :
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