Model reduction with relative/multiplicative error bounds and relations to LQG controller reduction
Relative/multiplicative error bounds in [25, 26] 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 co-prime 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 apriori bounds.
Publication Source (Journal or Book title)
Proceedings of the IEEE Conference on Decision and Control
Gu, G. (1994). Model reduction with relative/multiplicative error bounds and relations to LQG controller reduction. Proceedings of the IEEE Conference on Decision and Control, 4, 3193-3193. Retrieved from https://repository.lsu.edu/eecs_pubs/375