Generalized Gain Margin assessment of Nonlinear Time-Invariant systems via Lyapunov's Second Method

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.

[1]  C. Wen,et al.  Robust adaptive control of nonlinear discrete-time systems by backstepping without overparameterization , 2001, Autom..

[2]  M. T. Qureshi,et al.  Lyapunov Matrix Equation in System Stability and Control , 2008 .

[3]  Peng Shi,et al.  Robust backstepping control for a class of time delayed systems , 2005, IEEE Transactions on Automatic Control.

[4]  Yong Liu,et al.  A spectral lyapunov function for exponentially stable LTV systems , 2009, 2009 American Control Conference.

[5]  A. L. Zelentsovsky Nonquadratic Lyapunov functions for robust stability analysis of linear uncertain systems , 1994, IEEE Trans. Autom. Control..

[6]  J. Jim Zhu,et al.  A generalization of chang transformation for Linear Time-Varying systems , 2010, 49th IEEE Conference on Decision and Control (CDC).

[7]  Mark W. Spong,et al.  Passivity-Based Control of Multi-Agent Systems , 2006 .

[8]  J. Jim Zhu,et al.  Singular Perturbation Margin for Nonlinear Time-Invariant systems , 2012, 2012 American Control Conference (ACC).

[9]  J. Jim Zhu,et al.  Singular Perturbation Margin assessment of Linear Time-Invariant systems via the Bauer-Fike theorems , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[10]  J. Jim Zhu,et al.  Chang transformation for decoupling of singularly perturbed linear slowly time-varying systems , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[11]  P. Olver Nonlinear Systems , 2013 .

[12]  J. Baillieul,et al.  Rotational elastic dynamics , 1987 .

[13]  G. P. Szegö,et al.  Stability theory of dynamical systems , 1970 .

[14]  Xiaojing Yang,et al.  A singular perturbation approach for time-domain assessment of Phase Margin , 2010, Proceedings of the 2010 American Control Conference.

[15]  Torkel Glad Robustness of Nonlinear State Feedback , 1985 .

[16]  M. Vidyasagar,et al.  Maximal Lyapunov Functions and Domains of Attraction for Autonomous Nonlinear Systems , 1981 .

[17]  Anke Schmid,et al.  Probleme General De La Stabilite Du Mouvement , 2016 .

[18]  Arjan van der Schaft,et al.  Interconnection and damping assignment passivity-based control of port-controlled Hamiltonian systems , 2002, Autom..

[19]  G. P. Szegö,et al.  On the Application of Zubov’s Method of Constructing Liapunov Functions for Nonlinear Control Systems , 1963 .

[20]  J. Jim Zhu,et al.  Singular Perturbation Margin assessment of linear slowly time-varying systems , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[21]  K. Gu Stability and Stabilization of Infinite Dimensional Systems with Applications , 1999 .

[22]  Hassan K. Khalil,et al.  Regulation of nonlinear systems using conditional integrators , 2005 .

[23]  J. Jim Zhu,et al.  Generalized gain margin for nonlinear systems , 2012, 2012 American Control Conference (ACC).

[24]  Gábor Szederkényi,et al.  Determining the domain of attraction of hybrid non-linear systems using maximal Lyapunov functions , 2010, Kybernetika.

[25]  Prabhakar R. Pagilla,et al.  Bounds on the solution of the time-varying linear matrix differential equation (t) = AH(t) P(t) + P(t) A(t) + Q(t) , 2006, IMA J. Math. Control. Inf..

[26]  Hassan K. Khalil,et al.  Lyapunov redesign approach to output regulation of nonlinear systems using conditional servocompensators , 2010, 2008 American Control Conference.

[27]  Solomon Lefschetz,et al.  Stability by Liapunov's Direct Method With Applications , 1962 .

[28]  Wolfgang Hahn,et al.  Stability of Motion , 1967 .

[29]  G. Chesi DOMAIN OF ATTRACTION: ESTIMATES FOR NON-POLYNOMIAL SYSTEMS VIA LMIS , 2005 .

[30]  Prabhakar R. Pagilla,et al.  Bounds on the solution of the time-varying linear matrix differential equation P/spl dot/ (t) = A/sup H/(t)P(t) +P(t)A(t) + Q(t) , 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).