Title :
Generalized Gain Margin assessment of Nonlinear Time-Invariant systems via Lyapunov´s Second Method
Author :
Xiaojing Yang ; Zhu, J.J.
Author_Institution :
Fac. of Sch. of Electr. Eng. & Comput. Sci., Ohio Univ., Athens, OH, USA
Abstract :
Generalized Gain Margin (GGM) has recently been introduced as a Gain Margin (GM) like stability metric for nonlinear systems to gauge its exponential stability margin for vanishing regular perturbations. This paper provides GGM assessment methods using Lyapunov´s Second Method (LSM) for Linear Time-Invariant (LTI) systems and Nonlinear Time-Invariant (NLTI) systems, which allows for time-varying gain perturbations. The effectiveness of the method is shown by two concrete examples. The results in this paper could also be extended to linear time-varying and nonlinear time-varying systems using Lyapunov functions for time-varying systems.
Keywords :
Lyapunov methods; asymptotic stability; invariance; nonlinear control systems; perturbation techniques; time-varying systems; GGM assessment methods; LSM; Lyapunov functions; Lyapunov second method; NLTI systems; exponential stability margin; generalized gain margin assessment; nonlinear time-invariant systems; nonlinear time-varying system; stability metric; time-varying gain perturbations; vanishing regular perturbations; Closed loop systems; Direction-of-arrival estimation; Eigenvalues and eigenfunctions; Lyapunov methods; Symmetric matrices; Time-varying systems; Trajectory; Nonlinear systems; Stability of linear systems; Stability of nonlinear systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6859022