Title :
A Constructive Approach to Approximate Linear Periodic Systems
Author :
Liu, Huaping ; Ho, Daniel W C ; Sun, Fuchun
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing
fDate :
3/1/2007 12:00:00 AM
Abstract :
In this note, the problem on approximating a linear periodic system with period N by a periodic model with period M(0<M<N) is revisited. Different from the existing results, the proposed method is based on state-space representations and the approximation performance is evaluated using Hinfin norms. Under this framework, both finite impulse response (FIR) and infinite impulse response (IIR) periodic systems can be efficiently approximated by using a constructive linear matrix inequality approach. Finally, some numerical examples are given to illustrate the effectiveness of the proposed approach
Keywords :
Hinfin control; approximation theory; linear matrix inequalities; linear systems; periodic control; state-space methods; time-varying systems; Hinfin norm; approximate linear periodic system; finite impulse response system; infinite impulse response system; linear matrix inequality; state-space representation; Automatic control; Difference equations; Filter bank; Filtering; Finite impulse response filter; Linear approximation; Linear matrix inequalities; Sun; Symmetric matrices; Time varying systems; Approximation; finite-impulse response (FIR); infinite-impulse response (IIR); linear matrix inequality (LMI); periodic systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2007.892377