Open-loop contraction design
Jin Gyu Lee, Thiago B. Burghi, Rodolphe Sepulchre

TL;DR
This paper explores how to design input perturbations to make a nonlinear system's trajectory contracting, drawing parallels with feedback stabilization, and demonstrates applications in parameter estimation.
Contribution
It introduces a novel approach to designing contracting input perturbations based on inverse system output variables, linking contraction with feedback stabilization.
Findings
Existence of output variables facilitates contraction design.
Method applies to nonlinear systems for trajectory stabilization.
Relevance demonstrated in parameter estimation scenarios.
Abstract
Given a non-contracting trajectory of a nonlinear system, we consider the question of designing an input perturbation that makes the perturbed trajectory contracting. This paper stresses the analogy of this question with the classical question of feedback stabilization. In particular, it is shown that the existence of an output variable that ensures contraction of the inverse system facilitates the design of a contracting input perturbation. We illustrate the relevance of this question in parameter estimation.
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
TopicsControl and Stability of Dynamical Systems · Model Reduction and Neural Networks · Quantum chaos and dynamical systems
