Singularly Perturbed Averaging with Application to Bio-Inspired 3D Source Seeking
Optimization and Control
2022-04-01 v1 Dynamical Systems
Abstract
We analyze a class of singularly perturbed high-amplitude, high-frequency oscillatory systems that arises in extremum seeking applications. We provide explicit formulas for averaging and establish the convergence of the trajectories of this class of systems to the trajectories of a suitably averaged reduced order system by combining the higher order averaging theorem with singular perturbation techniques. Finally, we propose a novel bio-inspired 3D source seeking algorithm and establish its singular practical stability.
Cite
@article{arxiv.2203.16808,
title = {Singularly Perturbed Averaging with Application to Bio-Inspired 3D Source Seeking},
author = {Mahmoud Abdelgalil and Asmaa Eldesoukey and Haithem Taha},
journal= {arXiv preprint arXiv:2203.16808},
year = {2022}
}