TY - GEN
T1 - Latency-Robust Control of High-Speed Signal-Free Intersections
AU - Liu, Yang
AU - Nicolai-Scanio, Zev
AU - Jiang, Zhong Ping
AU - Jin, Li
N1 - Publisher Copyright:
© 2021 American Automatic Control Council.
PY - 2021/5/25
Y1 - 2021/5/25
N2 - High-speed signal-free intersections are a novel urban traffic operation enabled by connected and autonomous vehicles. However, the impact of communication latency on intersection performance has not been well understood. In this paper, we consider vehicle coordination at signal-free intersections with latency. We focus on two questions: (i) how to ensure latency-resiliency of the coordination algorithm, and (ii) how latency affects the intersection's capacity. We consider a trajectory-based model with bounded speed uncertainties. Latency leads to uncertain state observation. We propose a piecewise-linear control law that ensures safety (avoidance of interference) as long as the initial condition is safe. We also analytically quantify the throughput that the proposed control can attain in the face of latency.
AB - High-speed signal-free intersections are a novel urban traffic operation enabled by connected and autonomous vehicles. However, the impact of communication latency on intersection performance has not been well understood. In this paper, we consider vehicle coordination at signal-free intersections with latency. We focus on two questions: (i) how to ensure latency-resiliency of the coordination algorithm, and (ii) how latency affects the intersection's capacity. We consider a trajectory-based model with bounded speed uncertainties. Latency leads to uncertain state observation. We propose a piecewise-linear control law that ensures safety (avoidance of interference) as long as the initial condition is safe. We also analytically quantify the throughput that the proposed control can attain in the face of latency.
KW - Signal-free intersections
KW - connected and autonomous vehicles
KW - robust control
UR - http://www.scopus.com/inward/record.url?scp=85111916892&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85111916892&partnerID=8YFLogxK
U2 - 10.23919/ACC50511.2021.9482689
DO - 10.23919/ACC50511.2021.9482689
M3 - Conference contribution
AN - SCOPUS:85111916892
T3 - Proceedings of the American Control Conference
SP - 2935
EP - 2942
BT - 2021 American Control Conference, ACC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2021 American Control Conference, ACC 2021
Y2 - 25 May 2021 through 28 May 2021
ER -