An Autonomous Lane-Keeping Ground Vehicle Control System for Highway Drive

被引:1
|
作者
Sharmin, Ahmed [1 ]
Wan, Rahiman [2 ]
机构
[1] Univ Sains Malaysia, Engn Campus, George Town, Penang, Malaysia
[2] Univ Sains Malaysia, Sch Elect & Elect Engn, Engn Campus, Nibong Tebal 14300, Penang, Malaysia
关键词
Autonomous ground vehicle; Lane-keeping; PID; DESIGN;
D O I
10.1007/978-981-10-1721-6_38
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a control system for lane-keeping ground vehicle is designed. Under the assumption of highway driving condition, with an uncertain road curvature, a lane keeping vehicle control system is developed. The closed loop control system is obtained by implementing a PID (proportional, integral and derivative controller) control strategy. For a MIMO (multi-input multi-output) vehicle model, a loop of PID controllers is designed to ensure the lane keeping criteria of the vehicle is satisfied. Several simulation results have demonstrated the functionality of lane-keeping feature of the vehicle.
引用
收藏
页码:351 / 361
页数:11
相关论文
共 50 条
  • [1] Predictive Control of an Autonomous Ground Vehicle for Lane-Keeping
    Ahmed, Sharmin
    Rahiman, Wan
    ADVANCED SCIENCE LETTERS, 2016, 22 (10) : 2642 - 2646
  • [2] Predictive lane-keeping system for an autonomous vehicle
    Makarun, P.
    Iles, S.
    Matusko, J.
    2020 43RD INTERNATIONAL CONVENTION ON INFORMATION, COMMUNICATION AND ELECTRONIC TECHNOLOGY (MIPRO 2020), 2020, : 938 - 942
  • [3] Robust Multirate Control Scheme With Predictive Virtual Lanes for Lane-Keeping System of Autonomous Highway Driving
    Son, Young Seop
    Kim, Wonhee
    Lee, Seung-Hi
    Chung, Chung Choo
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2015, 64 (08) : 3378 - 3391
  • [4] Robustness Analysis of Lane Keeping System for Autonomous Ground Vehicle
    Ahmed, Sharmin
    Rahiman, Wan
    2017 IEEE INTERNATIONAL CONFERENCE ON IMAGING, VISION & PATTERN RECOGNITION (ICIVPR), 2017,
  • [5] Robust Adaptive Triple-Step Control for Lane-Keeping of Autonomous Ground Vehicles
    Wang, Yulei
    Li, Jingyu
    Bian, Ning
    Li, Kai
    Chen, Hong
    2019 12TH ASIAN CONTROL CONFERENCE (ASCC), 2019, : 1113 - 1118
  • [6] Radar-Based Lane Estimation with Deep Neural Network for Lane-Keeping System of Autonomous Highway Driving
    Choi, Joo Young
    Kim, Jin Sung
    Chung, Chung Choo
    2020 IEEE 23RD INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2020,
  • [7] Robust Control for Vehicle Lane-Keeping with Sliding Mode
    Du, Hong
    Man, Zhihong
    Zheng, Jinchuan
    Cricenti, Antonio
    Zhao, Yong
    Xu, Zhangwei
    Wang, Hai
    2017 11TH ASIAN CONTROL CONFERENCE (ASCC), 2017, : 84 - 89
  • [8] Multirate Lane-Keeping System With Kinematic Vehicle Model
    Kang, Chang Mook
    Lee, Seung-Hi
    Chung, Chung Choo
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 67 (10) : 9211 - 9222
  • [9] Vehicle Ego-Localization in Autonomous Lane-Keeping Evasive Maneuvers
    Zindler, K.
    Geiss, N.
    IFAC PAPERSONLINE, 2016, 49 (11): : 160 - 167
  • [10] Model Predictive Control for Lane Keeping System in Autonomous Vehicle
    Xu, Y.
    Chen, B. Y.
    Shan, X.
    Jia, W. H.
    Lu, Z. F.
    Xu, G.
    2017 7TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS - SMART MOBILITY, POWER TRANSFER & SECURITY (PESA), 2017,