Title :
A MATLAB toolbox for fixed order, mixed-norm control synthesis
Author :
Jacques, David R. ; Ridgely, D. Brett ; Canfield, Robert A. ; Spillman, Mark S.
Author_Institution :
Air Force Inst. of Technol., Wright-Patterson AFB, OH, USA
Abstract :
This paper introduces a MATLAB toolbox for fixed order, mixed-norm control synthesis. The Mixed-Norm Toolbox contains a complete set of routines for both continuous and discrete-time systems. The problem addressed by the toolbox is that of finding a compensator which minimizes the H2 norm of a transfer function, while constraining any combination of H∞ and/or l1 (L1) norms of possibly dissimilar transfer functions to be below specified levels. Within reason, any number or combination of constraints can be added to the problem, and the method constrains the norms directly without reliance on upper bounds. The primary contribution of the Mixed-Norm Toolbox is a modular collection of norm and gradient algorithms which can be used with almost any non-linear, constrained optimization solver. While global convergence is not guaranteed for the resulting non-convex problem, the toolbox has been successfully used to show portions of Pareto optimal curves and surfaces for a wide variety of problems. The Mixed-Norm Toolbox is being made available free of charge to the controls community
Keywords :
transfer functions; H∞ norms; H2 norm; MATLAB toolbox; Mixed-Norm Toolbox; Pareto optimal curves; compensator; continuous-time systems; discrete-time systems; fixed order mixed-norm control synthesis; gradient algorithms; l1 norms; nonlinear constrained optimization solver; transfer function; Computer languages; Constraint optimization; Control system synthesis; Convergence; Force control; Hydrogen; MATLAB; Noise robustness; Transfer functions; Upper bound;
Conference_Titel :
Control Applications, 1995., Proceedings of the 4th IEEE Conference on
Conference_Location :
Albany, NY
Print_ISBN :
0-7803-2550-8
DOI :
10.1109/CCA.1995.555748