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Main Authors: Muchave, Elisio Juvenal, Coutinho, Pedro Henrique Silva, Oliveira, Tiago Roux, Krstić, Miroslav
Format: Preprint
Published: 2026
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Online Access:https://arxiv.org/abs/2601.02607
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author Muchave, Elisio Juvenal
Coutinho, Pedro Henrique Silva
Oliveira, Tiago Roux
Krstić, Miroslav
author_facet Muchave, Elisio Juvenal
Coutinho, Pedro Henrique Silva
Oliveira, Tiago Roux
Krstić, Miroslav
contents This paper deals with the gradient-based extremum seeking control (ESC) with actuation dynamics governed by distributed wave partial differential equations (PDEs). To achieve the control objective of real-time optimization for this class of infinite-dimensional systems, we first solve the trajectory generation problem to re-design the additive perturbation signal of the ESC system. Then, we develop a boundary control law through the backstepping method to compensate for the wave PDE with distributed effects, which ensures the exponential stability of the average closed-loop system by means of a Lyapunov-based analysis. At last, by employing the averaging theory for infinite-dimensional systems, we prove that the closed-loop trajectories converge to a small neighborhood surrounding the optimal point. Numerical simulations are presented to illustrate the effectiveness of the proposed method.
format Preprint
id arxiv_https___arxiv_org_abs_2601_02607
institution arXiv
publishDate 2026
record_format arxiv
spellingShingle Extremum Seeking Control for Wave-PDE Actuation with Distributed Effects
Muchave, Elisio Juvenal
Coutinho, Pedro Henrique Silva
Oliveira, Tiago Roux
Krstić, Miroslav
Optimization and Control
Systems and Control
This paper deals with the gradient-based extremum seeking control (ESC) with actuation dynamics governed by distributed wave partial differential equations (PDEs). To achieve the control objective of real-time optimization for this class of infinite-dimensional systems, we first solve the trajectory generation problem to re-design the additive perturbation signal of the ESC system. Then, we develop a boundary control law through the backstepping method to compensate for the wave PDE with distributed effects, which ensures the exponential stability of the average closed-loop system by means of a Lyapunov-based analysis. At last, by employing the averaging theory for infinite-dimensional systems, we prove that the closed-loop trajectories converge to a small neighborhood surrounding the optimal point. Numerical simulations are presented to illustrate the effectiveness of the proposed method.
title Extremum Seeking Control for Wave-PDE Actuation with Distributed Effects
topic Optimization and Control
Systems and Control
url https://arxiv.org/abs/2601.02607