Event-triggered control and interactive LQR tuning for improved control efficiency

Silva, Josefredo G., Moreira, Jose Fabiano Vellozo D’Alterio, Lacerda, Marcio J., Bertolin, Ariadne L. J. and Nepomuceno, Erivelton (2025) Event-triggered control and interactive LQR tuning for improved control efficiency. In: 2025 IEEE International Symposium on Circuits and Systems, 25-28 May 2025, London. (In Press)

Abstract

This work investigates the application of event-triggered control (ETC) in combination with the linear quadratic regulator (LQR) for discrete-time systems. A methodology is presented that uses an iterative approach to tune the LQR controller and reduces control effort by replacing periodic control with ETC. Lyapunov’s stability theory is applied to design triggering mechanisms and analyse their effects on control design. Using the inverted pendulum on a cart as a reference system, it is demonstrated that proper tuning of the LQR controller and the implementation of an event-based control mechanism can reduce control energy and actuator effort.

Documents
10086:51367
[thumbnail of 2025040049.pdf]
Preview
2025040049.pdf - Accepted Version
Available under License Creative Commons Attribution 4.0.

Download (239kB) | Preview
Details
Record
View Item View Item