Necessary and Sufficient Lyapunov-Like Conditions for Robust Nonlinear Stabilization
Iasson Karafyllis, Zhong-Ping Jiang

TL;DR
This paper develops a comprehensive framework of Lyapunov-like conditions that are both necessary and sufficient for stabilizing feedback in general nonlinear systems, including time-varying and delay systems.
Contribution
It extends the Control Lyapunov Function method to cover broader classes of nonlinear systems with disturbances, partial stability, and delay structures.
Findings
Provides necessary and sufficient conditions for stabilization.
Introduces a new tool for designing robust controllers for delay systems.
Addresses partial stability with respect to output variables.
Abstract
In this work, we propose a methodology for the expression of necessary and sufficient Lyapunov-like conditions for the existence of stabilizing feedback laws. The methodology is an extension of the well-known Control Lyapunov Function (CLF) method and can be applied to very general nonlinear time-varying systems with disturbance and control inputs, including both finite- and infinite-dimensional systems. The generality of the proposed methodology is also reflected upon by the fact that partial stability with respect to output variables is addressed. In addition, it is shown that the generalized CLF method can lead to a novel tool for the explicit design of robust nonlinear controllers for a class of time-delay nonlinear systems with a triangular structure.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdaptive Control of Nonlinear Systems · Advanced Control Systems Optimization · Stability and Control of Uncertain Systems
