Generalized weighted homogeneity and state dependent time scale for linear controllable systems

• Published in: Proceedings of the 36th IEEE Conference on Decision and Control Vol. 5; pp. 4342 - 4347 vol.5
• Main Author: Praly, L.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 1997
• Subjects: Asymptotic stability; Closed loop systems; Content addressable storage; Control systems; Feedback; Linear systems; Lyapunov method; Nonlinear systems; Robustness; Vectors
• ISBN: 0780341872; 9780780341876
• ISSN: 0191-2216
• DOI: 10.1109/CDC.1997.649536

Given a matrix R and a Lyapunov function x/sup T/Px, with R/sup T/P+PR negative definite, we define generalized polar coordinates (/spl rho/, /spl theta/) by x=exp(-Rlog(/spl rho/))/spl theta/, /spl theta//sup T/P/spl theta/=1. Then we consider a controllable linear system x/spl dot/=Ax+Bu stabilized by u=-Kx such that (A-BK)/sup T/P+P(A-BK) is negative definite. We define a globally asymptotically stable vector field F(x)=/spl rho//sup -/spl tau// exp(-Rlog(/spl rho/))(A-BK)/spl theta/. This vector field has a generalized homogeneity property. The interest of this construction appears when /spl tau/ and R are chosen such that F(x)-Ax is in the Span of B. Indeed in this case we have designed indirectly a control law which, besides asymptotic stability, assigns a generalized homogeneity property to the closed-loop system. This allows us to consider the possibility of getting global asymptotic stability for systems which can be nonlinear perturbations of the linear system. Also, with an appropriate choice of R, we can get that, if /spl sigma//sub i/ is a pole of (A-BK), then /spl sigma//sub i//spl rho//sup -/spl tau// is a "pole" of the closed loop system. This way we have a technique to modify the time scale as a function of the state.