Title :
A Complete Characterization of the Maximal Contractively Invariant Ellipsoids of Linear Systems Under Saturated Linear Feedback
Author :
Yuanlong Li ; Zongli Lin
Author_Institution :
Dept. of Autom., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
As level sets of quadratic Lyapunov functions, ellipsoids have been extensively used as estimates of the domain of attraction of a linear system under saturated linear feedback. For a linear system with a single input subject to actuator saturation, based on a convex hull representation of saturation functions, a necessary and sufficient condition for an ellipsoid to be contractively invariant was previously established, which, through the solution of an LMI problem, leads to the maximal ellipsoidal invariant set. In this technical note, for a linear system with multiple inputs subject to actuator saturation, we develop a complete characterization of the maximal ellipsoidal invariant set by algebraic computation. Simulation results demonstrate the effectiveness of our results.
Keywords :
Lyapunov methods; actuators; algebra; feedback; linear matrix inequalities; linear systems; LMI problem; actuator saturation; algebraic computation; convex hull representation; linear system; maximal contractively invariant ellipsoid; maximal ellipsoidal invariant set; quadratic Lyapunov function; saturated linear feedback; Actuators; Bismuth; Eigenvalues and eigenfunctions; Ellipsoids; Equations; Linear systems; Lyapunov methods; Actuator saturation; domain of attraction; ellipsoidal invariant set;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2014.2322211