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 language | English |
|---|---|
| Title of host publication | 2022 IEEE 25th International Conference on Intelligent Transportation Systems, ITSC 2022 |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| Pages | 3089-3094 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781665468800 |
| DOIs | |
| Publication status | Published - 2022 |
| Event | 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 - Macau, China Duration: 8 Oct 2022 → 12 Oct 2022 |
Publication series
| Name | IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC |
|---|---|
| Volume | 2022-October |
Conference
| Conference | 25th IEEE International Conference on Intelligent Transportation Systems, ITSC 2022 |
|---|---|
| Country/Territory | China |
| City | Macau |
| Period | 8/10/22 → 12/10/22 |
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
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver