Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios

被引:2
|
作者
Hu, Zhanyi [1 ]
Qiao, Yingjun [2 ,3 ]
Li, Xingyu [1 ]
Huang, Jin [1 ]
Jia, Yifan [1 ]
Zhong, Zhihua [2 ]
机构
[1] Tsinghua Univ, Sch Vehicle & Mobil, Beijing 100084, Peoples R China
[2] Chinese Acad Engn, Beijing 100088, Peoples R China
[3] Tongji Univ, MOE Key Lab Rd & Traff Engn, Shanghai 200092, Peoples R China
基金
中国国家自然科学基金;
关键词
Connected and automated vehicles; Event-triggered control; Nonlinear and uncertain dynamics; Conflicting scenarios; U4; TP29; CONSENSUS; VEHICLES; SYSTEMS; STRATEGY;
D O I
10.1631/FITEE.2100504
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Platoon control is widely studied for coordinating connected and automated vehicles (CAVs) on highways due to its potential for improving traffic throughput and road safety. Inspired by platoon control, the cooperation of multiple CAVs in conflicting scenarios can be greatly simplified by virtual platooning. Vehicle-to-vehicle communication is an essential ingredient in virtual platoon systems. Massive data transmission with limited communication resources incurs inevitable imperfections such as transmission delay and dropped packets. As a result, unnecessary transmission needs to be avoided to establish a reliable wireless network. To this end, an event-triggered robust control method is developed to reduce the use of communication resources while ensuring the stability of the virtual platoon system with time-varying uncertainty. The uniform boundedness, uniform ultimate boundedness, and string stability of the closed-loop system are analytically proved. As for the triggering condition, the uncertainty of the boundary information is considered, so that the threshold can be estimated more reasonably. Simulation and experimental results verify that the proposed method can greatly reduce data transmission while creating multi-vehicle cooperation. The threshold affects the tracking ability and communication burden, and hence an optimization framework for choosing the threshold is worth exploring in future research.
引用
收藏
页码:1700 / 1713
页数:14
相关论文
共 50 条
  • [1] Design and experimental validation of event-triggered multi-vehicle cooperation in conflicting scenarios冲突场景下基于事件触发的多车协同控制与实验验证
    Zhanyi Hu
    Yingjun Qiao
    Xingyu Li
    Jin Huang
    Yifan Jia
    Zhihua Zhong
    Frontiers of Information Technology & Electronic Engineering, 2022, 23 : 1700 - 1713
  • [2] Event-triggered adaptive OFDMA protocol for multi-vehicle clusters
    Guma, Shaban
    Bajcinca, Naim
    2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 1779 - 1784
  • [3] Event-triggered model predictive control for multi-vehicle systems with collision avoidance and obstacle avoidance
    Yang, Hongjiu
    Li, Qing
    Zuo, Zhiqiang
    Zhao, Hai
    INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2021, 31 (11) : 5476 - 5494
  • [4] Experimental validation of multi-vehicle coordination strategies
    Marshall, JA
    Fung, T
    Broucke, ME
    D'Eleuterlo, GMT
    Francis, BA
    ACC: PROCEEDINGS OF THE 2005 AMERICAN CONTROL CONFERENCE, VOLS 1-7, 2005, : 1090 - 1095
  • [5] Model-based event-triggered multi-vehicle coordinated tracking control using reduced order models
    Garcia, Eloy
    Cao, Yongcan
    Casbeer, David W.
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2014, 351 (08): : 4271 - 4286
  • [6] Event-triggered Control for Vehicle Platooning
    Linsenmayer, Steffen
    Dimarogonas, Dimos V.
    2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 3101 - 3106
  • [7] Model Predictive Control Design for Overtaking Maneuvers for Multi-Vehicle Scenarios
    Nemeth, Balazs
    Hegedus, Tamas
    Gaspar, Peter
    2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 744 - 749
  • [8] Hierarchical control design of automated vehicles for multi-vehicle scenarios in roundabouts
    Nemeth, Balazs
    Farkas, ZsMa
    Antal, Zoltan
    Gaspar, Peter
    2022 EUROPEAN CONTROL CONFERENCE (ECC), 2022, : 1964 - 1969
  • [9] On the Event-Triggered Controller Design
    Ghodrat, Mohsen
    Marquez, Horacio J.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 65 (10) : 4122 - 4137
  • [10] Event-triggered distributed predictive control for the cooperation of multi-agent systems
    Zou, Yuanyuan
    Su, Xu
    Niu, Yugang
    IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (01): : 10 - 16