Safe Stabilizing Control of Traffic Systems With Simultaneous State and Actuator Delays

被引:0
|
作者
Zhao, Chenguang [1 ]
Yu, Huan [1 ,2 ]
机构
[1] Hong Kong Univ Sci & Technol Guangzhou, Thrust Intelligent Transportat, Guangzhou 511400, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Civil & Environm Engn, Hong Kong, Peoples R China
来源
关键词
Delays; Safety; Actuators; Vehicle dynamics; Vehicles; Traffic control; Sensors; Delay systems; traffic control; autonomous vehicles; constrained control;
D O I
10.1109/LCSYS.2024.3411828
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The integration of connectivity and autonomy in vehicles has shown great promise in smoothing traffic by a leading connected automated vehicle (CAV), which can be achieved by designing cruising control strategies to regulate the velocity and spacing of a string of follower vehicles. Safety verification of these stabilizing traffic controllers in real-world traffic systems, where delays stem from human reaction times and sensor/actuator latency, remains an open research question. In this letter, we solve the safe stabilization of a class of traffic systems with simultaneous state and actuator delays, using the control barrier function (CBF). A predictor with bounded prediction error is designed to compensate for the actuator delay and state delays. Delay-compensating CBF constraints are designed to guarantee formal safety under simultaneous state and actuator delays. We synthesize a safety-critical controller by solving a Quadratic Programming problem that minimizes deviation from a nominal stabilizing traffic controller. Numerical simulations discuss the safety impact of simultaneous reaction delay of human drivers and the actuator delay of CAV in two safety-critical scenarios and validate the proposed CBF safety constraints.
引用
收藏
页码:1997 / 2002
页数:6
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