Make space to change lane: A cooperative adaptive cruise control lane change controller

被引:43
|
作者
Wang, Haoran [1 ]
Lai, Jintao [1 ]
Zhang, Xianhong [2 ]
Zhou, Yang [3 ]
Li, Shen [3 ]
Hu, Jia [4 ]
机构
[1] Tongji Univ, Key Lab Rd & Traff Engn, Minist Educ, 4800 Caoan Rd, Shanghai, Peoples R China
[2] SAIC Motor Corp Ltd, Autonomous Driving Business Unit, Shanghai 201804, Peoples R China
[3] Univ Wisconsin, Dept Civil & Environm Engn, 1221 Engn Hall,1415 Engn Dr, Madison, WI 53706 USA
[4] Tongji Univ, Inst Adv Study, Key Lab Rd & Traff Engn, Minist Educ, 4800 Caoan Rd, Shanghai, Peoples R China
关键词
CACC; Platoon Lane Change; Motion Planning; String Stability; Backward-Looking; STRING STABILITY; PLATOON; VEHICLES; DESIGN;
D O I
10.1016/j.trc.2022.103847
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
This research proposes a Cooperative Adaptive Cruise Control Lane Change (CACCLC) controller. It is designed for maneuvering a CACC platoon to change lane in dense traffic. The proposed controller has the following features: i) with enhanced change-lane-in-dense-traffic capability; ii) with an improved success rate of lane-change; iii) with string stability. A Backward-Looking (BL) CACC information topology is adopted for better serving the objective of making space to change lane. The proposed controller is evaluated on a simulation platform with the context of traffic and a joint simulation platform consisting of PreScan and Matlab/Simulink. The proposed controller is evaluated against the conventional simultaneous CACCLC controller. Sensitivity analysis has been conducted in terms of congestion level and road type. Results demonstrate that, compared to the conventional simultaneous CACCLC method, the proposed controller does enhance CACCLC capability no matter the lane-change competence and efficiency. The magnitude of enhancement on competence is 29.13 % on arterials and 43.14 % on freeways on average. The magnitude of enhancement on efficiency is 88.65 % on arterials and 92.30 % on freeways on average. The computation time of the proposed CACCLC controller is approximately 15 ms when running on a laptop equipped with an Intel i7-8750H CPU. This indicates that the proposed controller has the potential for real-time implementation.
引用
收藏
页数:27
相关论文
共 50 条
  • [21] Networked Model for Cooperative Adaptive Cruise Control
    Pare, Philip E.
    Hashemi, Ehsan
    Stern, Raphael
    Sandberg, Henrik
    Johansson, Karl Henrik
    IFAC PAPERSONLINE, 2019, 52 (20): : 151 - 156
  • [22] Per-Lane Variable Speed Limit and Lane Change Control for Congestion Management at Bottlenecks
    Alasiri, Faisal
    Zhang, Yihang
    Ioannou, Petros A.
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2023, 24 (12) : 13713 - 13728
  • [23] LMI-Based Synthesis of String-Stable Controller for Cooperative Adaptive Cruise Control
    Zhu, Yuanheng
    He, Haibo
    Zhao, Dongbin
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2020, 21 (11) : 4516 - 4525
  • [24] Cooperative Adaptive Cruise Control for Heterogeneous Platoons With Delays: Controller Design and Experiments
    de Haan, R.
    Sande, T. P. J. van der
    Lefeber, E.
    Besselink, I. J. M.
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2024,
  • [25] Cooperative Adaptive Cruise Control With Robustness Against Communication Delay: An Approach in the Space Domain
    Zhang, Yu
    Bai, Yu
    Wang, Meng
    Hu, Jia
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (09) : 5496 - 5507
  • [26] Impacts of cooperative adaptive cruise control and cooperative lane changing on delay and riding comfort in autonomous car-autonomous truck mixed traffic
    Semnarshad, Mohammadsina
    Lee, Chris
    Kim, Yong Hoon
    CANADIAN JOURNAL OF CIVIL ENGINEERING, 2023, 50 (01) : 57 - 68
  • [27] Experimental Evaluation of Cooperative Adaptive Cruise Control with Autonomous Mobile Robots
    Lin, Yuan
    Eskandarian, Azim
    2017 IEEE CONFERENCE ON CONTROL TECHNOLOGY AND APPLICATIONS (CCTA 2017), 2017, : 281 - 286
  • [28] Comfort Oriented Robust Adaptive Cruise Control in Multi-Lane Traffic Conditions
    Schmied, Roman
    Waschl, Harald
    del Re, Luigi
    IFAC PAPERSONLINE, 2016, 49 (11): : 196 - 201
  • [29] Cooperative Adaptive Cruise Control of Heterogeneous Vehicle Platoons
    Lefeber, Erjen
    Ploeg, Jeroen
    Nijmeijer, Henk
    IFAC PAPERSONLINE, 2020, 53 (02): : 15217 - 15222
  • [30] A cooperative lane change approach for heterogeneous platoons under different communication topologies
    Nie, Guangming
    Xie, Bo
    Lu, Huiqiu
    Tian, Yantao
    IET INTELLIGENT TRANSPORT SYSTEMS, 2022, 16 (01) : 53 - 70