Taylor, Andrew J. and Ong, Pio and Cortés, Jorge and Ames, Aaron D. (2021) Safety-Critical Event Triggered Control via Input-to-State Safe Barrier Functions. IEEE Control Systems Letters, 5 (3). pp. 749-754. ISSN 2475-1456. doi:10.1109/lcsys.2020.3005101. https://resolver.caltech.edu/CaltechAUTHORS:20200706-084348576
![]() |
PDF
- Submitted Version
See Usage Policy. 825kB |
Use this Persistent URL to link to this item: https://resolver.caltech.edu/CaltechAUTHORS:20200706-084348576
Abstract
The efficient utilization of available resources while simultaneously achieving control objectives is a primary motivation in the event-triggered control paradigm. In many modern control applications, one such objective is enforcing the safety of a system. The goal of this paper is to carry out this vision by combining event-triggered and safety-critical control design. We discuss how a direct transcription, in the context of safety, of event-triggered methods for stabilization may result in designs that are not implementable on real hardware due to the lack of a minimum interevent time. We provide an example showing this phenomena and, building on the insight gained, propose an event-triggered control approach via Input-to-State Safe Barrier Functions that achieves safety while ensuring that interevent times are uniformly lower bounded.
Item Type: | Article | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Related URLs: |
| ||||||||||
ORCID: |
| ||||||||||
Additional Information: | © 2020 IEEE. Manuscript received March 15, 2020; revised May 25, 2020; accepted June 15, 2020. Date of publication June 25, 2020; date of current version July 14, 2020. This work was supported in part by DARPA under Award HR00111890035, and in part by NSF under Award ECCS-1917177. | ||||||||||
Funders: |
| ||||||||||
Subject Keywords: | Discrete event systems; Sampled-data control; Lyapunov methods | ||||||||||
Issue or Number: | 3 | ||||||||||
DOI: | 10.1109/lcsys.2020.3005101 | ||||||||||
Record Number: | CaltechAUTHORS:20200706-084348576 | ||||||||||
Persistent URL: | https://resolver.caltech.edu/CaltechAUTHORS:20200706-084348576 | ||||||||||
Official Citation: | A. J. Taylor, P. Ong, J. Cortés and A. D. Ames, "Safety-Critical Event Triggered Control via Input-to-State Safe Barrier Functions," in IEEE Control Systems Letters, vol. 5, no. 3, pp. 749-754, July 2021, doi: 10.1109/LCSYS.2020.3005101 | ||||||||||
Usage Policy: | No commercial reproduction, distribution, display or performance rights in this work are provided. | ||||||||||
ID Code: | 104220 | ||||||||||
Collection: | CaltechAUTHORS | ||||||||||
Deposited By: | Tony Diaz | ||||||||||
Deposited On: | 06 Jul 2020 15:53 | ||||||||||
Last Modified: | 16 Nov 2021 18:29 |
Repository Staff Only: item control page