A historical perspective of adaptive control and learning

AM Annaswamy, AL Fradkov - Annual Reviews in Control, 2021 - Elsevier
This article provides a historical perspective of the field of adaptive control over the past
seven decades and its intersection with learning. A chronology of key events over this large …

An observer-based distributed adaptive control algorithm for coordination of multiagent systems in the presence of coupled dynamics

IA Aly, A Kurttisi, KM Dogan - 2023 American Control …, 2023 - ieeexplore.ieee.org
In this paper, a distributed adaptive control algorithm is designed for an uncertain multiagent
system in the presence of unmeasurable coupled dynamics that adopts user-assigned …

Adaptive control systems with unstructured uncertainty and unmodelled dynamics: a relaxed stability condition

KM Dogan, T Yucelen, JA Muse - International Journal of Control, 2022 - Taylor & Francis
As it is well-known, system uncertainties and unmodeled dynamics can deteriorate stability
properties of model reference adaptive control systems. Motivated by this standpoint, we first …

Model reference adaptive control

T Yucelen - Wiley encyclopedia of electrical and electronics …, 1999 - Wiley Online Library
Adaptive control methods present effective system‐theoretical tools in order to achieve
closed‐loop system stability and performance in the presence of exogenous disturbances …

Performance guarantees in adaptive control of uncertain systems with unmodeled dynamics

KM Dogan, T Yucelen, JA Muse - AIAA Scitech 2020 Forum, 2020 - arc.aiaa.org
The presence of unmodeled dynamics degrades the stability and performance of adaptive
control architectures. While there are studies that focus on the stability aspects of adaptive …

Adaptive control for optimal tracking of uncertain dynamical systems

AG Gebremedhin, Y Fujisaki - … of the Society of Instrument and …, 2021 - ieeexplore.ieee.org
In this paper, we propose a model reference adaptive control scheme for optimal tracking in
the presence of uncertainties. A new reference model selection is introduced by using linear …

Discrete-Time Model Reference Adaptive Control of Uncertain Dynamical Systems in the Presence of Coupled Dynamics

IA Aly, A Kurttisi, KM Dogan - 2023 IEEE Conference on Control …, 2023 - ieeexplore.ieee.org
An uncertain system with coupled dynamics can lead to poor tracking performance or even
unstability when using control techniques that are classified as discrete-time or continuous …

Stable Adaptive Control Systems in the Presence of Unmodeled and Actuator Dynamics

KM Dogan - 2020 - search.proquest.com
In adaptive control of physical systems, it is well-known that the presence of actuator and/or
unmodeled dynamics in feedback loops can yield to unstable closed-loop system …

Intelligent Adaptive Control of Magnetically Growing Rod-Like System

S Çokatar, A Yıldırım, G Akgün… - … Conference on Power …, 2024 - ieeexplore.ieee.org
This paper represents on intelligent adaptive control of magnetic controlled growing rods
(MGCR) which used in the treatment of early-onset scoliosis. With intelligent adaptive control …

Stability conditions for adaptive control of uncertain dynamical systems with actuator and unmodeled dynamics

KM Dogan, T Yucelen, BC Gruenwald… - 2018 Annual American …, 2018 - ieeexplore.ieee.org
In many practical applications, the effects of both actuator and unmodeled dynamics are
strongly present in feedback loops. In this paper, we consider adaptive control of uncertain …