Invariance and Contraction in Geometrically Periodic Systems with Differential Inclusions
Chen Qian, Yongchun Fang

TL;DR
This paper investigates invariance and contraction properties of geometric periodic systems modeled as differential inclusions, introducing an averaging method, analyzing stability, and applying contraction analysis to enhance pattern stability, with implications for biomimetic robot control.
Contribution
It introduces a geometric averaging method for periodic systems, analyzes stability and convergence, and applies contraction analysis on Finsler manifolds to improve pattern stability in control systems.
Findings
Averaging approximation achieves accuracy over infinite time under certain conditions.
Stability of the original and averaged systems can be deduced from each other.
Contraction analysis enhances pattern stability in biomimetic robot control.
Abstract
The objective of this paper is to derive the essential invariance and contraction properties for the geometric periodic systems, which can be formulated as a category of differential inclusions, and primarily rendered in the phase coordinate, or the cycle coordinate. First, we introduce the geometric averaging method for this category of systems, and also analyze the accuracy of its averaging approximation. Specifically, we delve into the details of the geometrically periodic system through the tunnel of considering the convergence between the system and its geometrically averaging approximation. Under different corresponding conditions, the approximation on infinite time intervals can achieve certain accuracies, such that one can use the stability result of either the original system or the averaging system to deduce the stability of the other. After that, we employ the graphical…
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 · Dynamics and Control of Mechanical Systems · Robotic Mechanisms and Dynamics
