Title :
Model reduction with relative/multiplicative error bounds and relations to LQG controller reduction
Author_Institution :
Dept. of Electr. & Comput. Eng., Louisiana State Univ., Baton Rouge, LA, USA
Abstract :
Relative/multiplicative error bounds in Wang and Safonov (1990,1992) for the BST algorithm are extended to nonsquare transfer matrices. The equivalence of the BST algorithm to the inversely balanced truncation is established. Model reduction with relative/multiplicative error bounds is applied to LQG controller reduction which leads to simultaneous reduction of the plant and controller. Robust stability conditions are derived for the use of reduced order LQG controller. Moreover robust stability and robust stabilization problems are solved for general coprime factor uncertain systems involving H∞ bounded relative/multiplicative uncertainties. Finally performance of the standard unity feedback system is analyzed for reduced order LQG controller with quantitative a priori bounds
Keywords :
feedback; linear quadratic Gaussian control; reduced order systems; robust control; transfer function matrices; uncertain systems; BST algorithm; H∞ bounded relative/multiplicative uncertainties; LQG controller reduction; general coprime factor uncertain systems; inversely balanced truncation; model reduction; nonsquare transfer matrices; reduced order LQG controller; relative/multiplicative error bounds; robust stability; standard unity feedback system; Binary search trees; Control systems; Eigenvalues and eigenfunctions; Error correction; Feedback; Performance analysis; Reduced order systems; Robust stability; Uncertain systems; Uncertainty;
Conference_Titel :
Decision and Control, 1994., Proceedings of the 33rd IEEE Conference on
Conference_Location :
Lake Buena Vista, FL
Print_ISBN :
0-7803-1968-0
DOI :
10.1109/CDC.1994.411631