Title :
Reduction of controller complexity in nonlinear H∞ control
Author :
Helton, J.W. ; James, M.R.
Author_Institution :
Dept. of Math., California Univ., San Diego, La Jolla, CA, USA
Abstract :
This paper deals with measurement feedback H∞ control. Here one must solve a state estimator online and this often is a driven PDE and so it is infinite dimensional. While in common constructions this appears to be a PDE on the state space of the plant, in this article we find that this PDE in practice sits on a space of much lower dimension k (often 1 or 2). Thus the online computational burden for measurement feedback H∞ control might not be prohibitive. More precisely if the plant is strictly hyperbolic and k=k(as) is the dimension of its unstable manifold, our construction produces a controller whose state dynamics is a driven PDE on R/sup k(as/). This extends results of Ball and Helton (1989, 1992) (discrete time) which “construct” finite dimensional H∞ controllers for systems with stable plants
Keywords :
H∞ control; feedback; multidimensional systems; nonlinear control systems; partial differential equations; reduced order systems; state estimation; controller complexity reduction; finite-dimensional H∞ controller construction; infinite-dimensional driven PDE; measurement feedback H∞ control; nonlinear H∞ control; online computational burden; stable plants; state dynamics; state estimator; state-space methods; strictly hyperbolic plant; unstable manifold dimension; Adaptive systems; Australia; Centralized control; Control systems; Cyclic redundancy check; H infinity control; Information technology; Mathematics; Robustness; State feedback;
Conference_Titel :
Decision and Control, 1995., Proceedings of the 34th IEEE Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-2685-7
DOI :
10.1109/CDC.1995.480535