Delay-robust Unbiased Extremum Seeking for 1D Static Maps via a Delay-Free Transformation

Adam Jbara, Emilia Fridman

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, we consider the recently introduced extremum seeking (ES) with unbiased convergence of an uncertain 1D static map with a constant and known measurement delay. We present a novel efficient constructive approach for averaging-based stability of the unbiased ES algorithm via a delay-free transformation. The transformed ES system is presented in the form of an averaged linear time-delayed system with perturbations. Then, to find a lower bound on the dither frequency for exponential stability, we employ the variation of constants formula, and exploit tight bounds on the fundamental solution of the averaged system with delay. Explicit quantitative conditions in terms of simple scalar inequalities are established which ensure the exponential unbiased convergence of the original ES system. Moreover, we obtain a simple inequality that guarantees the practical stability of the classical ES control system. The results are semi-global and ES parameters can be found for any large delay. A numerical example from the literature demonstrates the efficiency of the proposed results with the essential improvement of the previous results for practical stability.

Original languageEnglish
Title of host publication2024 IEEE 63rd Conference on Decision and Control, CDC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages6251-6256
Number of pages6
ISBN (Electronic)9798350316339
DOIs
StatePublished - 2024
Event63rd IEEE Conference on Decision and Control, CDC 2024 - Milan, Italy
Duration: 16 Dec 202419 Dec 2024

Publication series

NameProceedings of the IEEE Conference on Decision and Control

Conference

Conference63rd IEEE Conference on Decision and Control, CDC 2024
Country/TerritoryItaly
CityMilan
Period16/12/2419/12/24

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Modelling and Simulation
  • Control and Optimization

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