Safety Critical Control of Mixed-autonomy Traffic via a Single Autonomous Vehicle

Jingyuan Zhou, Huan Yu

Research output: Chapter in Book/Conference Proceeding/ReportConference Paper published in a bookpeer-review

Abstract

Connected and automated vehicles (CAVs) have shown great potential in improving traffic throughput, stability, and safety in mixed-autonomy traffic. Many recent research studies focus on developing longitudinal control strategies for CAV s to achieve string stability of a heterogeneous vehicle platoon but the potential impact of these control strategies on safety has not been fully addressed. This paper proposed a safety-critical control strategy for CAV leading cruise control (LCC) framework in which there are both preceding and following human-driven vehicles (HDV s) for a single CA V. Considering the safety challenges brought by sudden acceleration and deceleration of the HDVs around the CAV, we introduced the notion of control barrier functions (CBF) to impart collision-free safety on a controlled LCC system. The safety of both HDVs and CAV are incorporated into the constraint-handling control design using a quadratic program, in which the actual CAV control input from a nominal input is penalized quadratically while the CBF safety constraints of control input guarantee the nonnegative spacing between vehicles. The simulation results were conducted to validate the proposed control strategy for two safety-critical scenarios.

Original languageEnglish
Title of host publication2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3089-3094
Number of pages6
ISBN (Electronic)9781665468800
DOIs
Publication statusPublished - 2022
Event25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 - Macau, China
Duration: 8 Oct 202212 Oct 2022

Publication series

NameIEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
Volume2022-October

Conference

Conference25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022
Country/TerritoryChina
CityMacau
Period8/10/2212/10/22

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

Fingerprint

Dive into the research topics of 'Safety Critical Control of Mixed-autonomy Traffic via a Single Autonomous Vehicle'. Together they form a unique fingerprint.

Cite this