Centralized Cooperative Intersection Control Under Automated Vehicle Environment

被引:0
|
作者
Ding, Jishiyu [1 ,2 ]
Xu, Huile [1 ,2 ]
Hu, Jianming [1 ,2 ]
Zhang, Yi [3 ]
机构
[1] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[2] Tsinghua Natl Lab Informat Sci & Technol, Beijing, Peoples R China
[3] TBSI, Shenzhen 518000, Peoples R China
来源
2017 28TH IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV 2017) | 2017年
基金
中国国家自然科学基金;
关键词
cooperative intersection control; automated vehicle; collision avoidance; efficient and sustainable transportation network; FUEL CONSUMPTION;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the rapid development in vehicular communication technologies, cooperative driving of intelligent vehicles can provide promising efficiency, safety and sustainability to the intelligent transportation systems. In this paper, a centralized cooperative intersection control (CCIC) approach is proposed for the non-signalized intersections under automated vehicle environment. The cooperative intersection control problem is converted to a nonlinear constrained programming problem considering vehicle delay, fuel consumption, emission and driver comfort level. Furthermore, a simulation-based case study is carried out on a four-legged, two-lane non-signalized intersection under different traffic volume scenarios to compare CCIC with the actuated intersection control (AIC) system. The results indicate that the CCIC approach shows significant potential improvements on the traffic efficiency (i.e., nearly 14% of traffic flow increase, nearly 90% of travelling time saving), emission (nearly 60% of CO2 reduction) and driver comfort level (nearly 2% of comfort level increase).
引用
收藏
页码:972 / 977
页数:6
相关论文
共 50 条
  • [21] Sustainability assessments of cooperative vehicle intersection control at an urban corridor
    Lee, Joyoung
    Park, Byungkyu
    Malakorn, Kristin
    So, Jaehyun
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2013, 32 : 193 - 206
  • [22] Control of vehicle cooperative behavior in non-signalized intersection
    Ikemoto, Yusuke
    Hasegawa, Yasuhisa
    Fukuda, Toshio
    Matsuda, Kazuhiko
    DISTRIBUTED AUTONOMOUS ROBOTIC SYSTEMS 6, 2007, : 421 - +
  • [23] A Coordinated Signal Control Method under the Environment of Cooperative Vehicle Infrastructure System
    Jiang, Xiancai
    Jin, Yu
    Xie, Zhiyun
    CICTP 2020: ADVANCED TRANSPORTATION TECHNOLOGIES AND DEVELOPMENT-ENHANCING CONNECTIONS, 2020, : 167 - 178
  • [24] Centralized and distributed cooperative Receding Horizon control of autonomous vehicle missions
    Li, Wei
    Cassandras, Christos G.
    MATHEMATICAL AND COMPUTER MODELLING, 2006, 43 (9-10) : 1208 - 1228
  • [25] Multiobjective Optimization Framework for Cooperative Adaptive Cruise Control Vehicles in the Automated Vehicle Platooning Environment
    Zhong, Zijia
    Lee, Joyoung
    Zhao, Liuhui
    TRANSPORTATION RESEARCH RECORD, 2017, (2625) : 32 - 42
  • [26] Connected automated vehicle cooperative control with a deep reinforcement learning approach in a mixed traffic environment
    Shi, Haotian
    Zhou, Yang
    Wu, Keshu
    Wang, Xin
    Lin, Yangxin
    Ran, Bin
    Transportation Research Part C: Emerging Technologies, 2021, 133
  • [27] Connected automated vehicle cooperative control with a deep reinforcement learning approach in a mixed traffic environment
    Shi, Haotian
    Zhou, Yang
    Wu, Keshu
    Wang, Xin
    Lin, Yangxin
    Ran, Bin
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2021, 133
  • [28] Collaborative Control Optimization on Reversible Lanes in Intersection Group under Intelligent Vehicle Infrastructure Cooperative System
    Zhou, Guiliang
    Mao, Lina
    Dai, Yuke
    Liu, Yao
    Bao, Xu
    Hu, Pengsen
    JOURNAL OF ADVANCED TRANSPORTATION, 2020, 2020
  • [29] Intersection Management via Vehicle Connectivity: The Intersection Cooperative Adaptive Cruise Control System Concept
    Zohdy, Ismail H.
    Rakha, Hesham A.
    JOURNAL OF INTELLIGENT TRANSPORTATION SYSTEMS, 2016, 20 (01) : 17 - 32
  • [30] Cooperative Adaptive Cruise Control in Vehicle Platoon under Environment of i-VICS
    Ding, Jishiyu
    Pei, Huaxin
    Hu, Jianming
    Zhang, Yi
    2018 21ST INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2018, : 1246 - 1251