Decentralized optimal control of Connected Automated Vehicles at signal-free intersections including comfort-constrained turns and safety guarantees

被引:58
|
作者
Zhang, Yue [1 ,2 ]
Cassandras, Christos G. [1 ,2 ]
机构
[1] Boston Univ, Div Syst Engn, Boston, MA 02215 USA
[2] Boston Univ, Ctr Informat & Syst Engn, Boston, MA 02215 USA
关键词
ROADS;
D O I
10.1016/j.automatica.2019.108563
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We extend earlier work for optimally controlling Connected Automated Vehicles (CAVs) crossing a signal-free intersection by including all possible turns taken so as to optimize a passenger comfort metric along with energy and travel time minimization. We show that it is possible to achieve this goal in a decentralized manner with each CAV solving an optimal control problem, and derive explicit solutions that guarantee collision avoidance and safe distance constraints within a control zone. We investigate the associated tradeoffs between minimizing energy and vehicle travel time, as well as the passenger comfort metric and include extensive simulations to illustrate this framework. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页数:16
相关论文
共 46 条
  • [31] Decentralized Optimal Merging Control for Connected and Automated Vehicles on Curved Roads
    Xiao, Wei
    Cassandras, Christos G.
    2021 60TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2021, : 2677 - 2682
  • [32] Multilane Signal-Free Intersection Cooperation Scheme for Connected and Automated Vehicles with Local Dynamic Resequencing Strategy
    Gong, Dekui
    Zhao, Yuan
    Li, Ying
    Gong, Jian
    Zhao, Hui
    Ding, Lei
    JOURNAL OF TRANSPORTATION ENGINEERING PART A-SYSTEMS, 2023, 149 (09)
  • [33] Decentralized Time and Energy-Optimal Control of Connected and Automated Vehicles in a Roundabout
    Xu, Kaiyuan
    Cassandras, Christos G.
    Xiao, Wei
    2021 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2021, : 681 - 686
  • [34] Fault-Tolerant Cooperative Motion Planning of Connected and Automated Vehicles at a Signal-Free and Lane-Free Intersection
    Li, Bai
    Zhang, Youmin
    IFAC PAPERSONLINE, 2018, 51 (24): : 60 - 67
  • [35] Decentralized Optimal Control in Multi-lane Merging for Connected and Automated Vehicles
    Xiao, Wei
    Cassandras, Christos G.
    Belta, Calin
    2020 IEEE 23RD INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2020,
  • [36] Improved model-free adaptive predictive control-based cooperative driving control for connected and automated vehicles subject to time-varying communication delays and packet losses at signal-free intersections
    Yu, Jie
    Jiang, Fachao
    Luo, Yugong
    Kong, Weiwei
    IET INTELLIGENT TRANSPORT SYSTEMS, 2022, 16 (10) : 1427 - 1440
  • [37] Optimal Control of Connected Automated Vehicles at Urban Traffic Intersections: A Feasibility Enforcement Analysis
    Zhang, Yue
    Cassandras, Christos G.
    Malikopoulos, Andreas A.
    2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 3548 - 3553
  • [38] COOR-PLT: A hierarchical control model for coordinating adaptive platoons of connected and autonomous vehicles at signal-free intersections based on deep reinforcement learning
    Li, Duowei
    Zhu, Feng
    Chen, Tianyi
    Wong, Yiik Diew
    Zhu, Chunli
    Wu, Jianping
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2023, 146
  • [39] A Privacy-Preserving-Based Distributed Collaborative Scheme for Connected Autonomous Vehicles at Multi-Lane Signal-Free Intersections
    Zhao, Yuan
    Gong, Dekui
    Wen, Shixi
    Ding, Lei
    Guo, Ge
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (07) : 6824 - 6835
  • [40] A Vehicle Trajectory Control Method at Signal Intersections with a Low Penetration Rate of Connected and Automated Vehicles
    Dai, Rongjian
    Wang, Wu
    CICTP 2023: INNOVATION-EMPOWERED TECHNOLOGY FOR SUSTAINABLE, INTELLIGENT, DECARBONIZED, AND CONNECTED TRANSPORTATION, 2023, : 1657 - 1669