Title :
Robust controller design: mixed H2 performance optimization for linear discrete-time systems
Author :
Yang, Jiann- Shiou ; Zervakis, Michael E.
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ., Duluth, MN, USA
Abstract :
The feedback controller design for linear time-invariant discrete-time systems via minimizing the H2-norm of a mixed sensitivity criterion is revisited. By borrowing some of the techniques from signal/image processing, a new approach is presented to tackle the H2-norm control problem. Operating in the discrete Fourier transform (DFT) domain, we construct a minimization problem in the l2-space to approximate the original H2-norm problem. The approximation in such a setting is sufficient for a reasonably small number of DFT-point chosen due to the stability and short-duration characteristics of the matrix elements involved in the design problem. Via the partially block circular structure of the matrices involved in the DFT domain, the l2 vector-optimization problem can be efficiently solved through matrix algebraic techniques
Keywords :
discrete Fourier transforms; discrete time systems; feedback; linear systems; matrix algebra; optimal control; optimisation; robust control; sensitivity analysis; H2 norm control; approximation; discrete Fourier transform; feedback; l2 vector-optimization; linear discrete-time systems; matrix algebraic techniques; matrix elements; minimization; optimization; robust controller; sensitivity criterion; time-invariant systems; Adaptive control; Control systems; Design engineering; Design optimization; Discrete Fourier transforms; Feedback; Frequency; Hydrogen; Matrices; Robust control;
Conference_Titel :
American Control Conference, Proceedings of the 1995
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2445-5
DOI :
10.1109/ACC.1995.533780