Visual navigation of an automated guided vehicle based on path recognition

被引:0
|
作者
Zhang, HB [1 ]
Yuan, K [1 ]
Mei, SQ [1 ]
Zhou, QR [1 ]
机构
[1] Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
关键词
automated guided vehicle; visual navigation; path recognition; tracking;
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
Guidance using path following is widely applied in the field of automated guided vehicles. Compared with the navigation without vision, visual navigation has obvious advantages such as rich information, low-cost, quietness, innocuity and so on. This paper describes a navigation system which uses the visual information provided by guide lines and color signs. In our approach, the system establishes each object's support through subsampling-based binarization and mathematical morphology, and then detects the guide lines through an improved Hough transform algorithm. Finally, the path-tracking module provides required input parameters to motor controller and steering controller. The experimental results demonstrate the effectiveness and the robustness of our approach.
引用
收藏
页码:3877 / 3881
页数:5
相关论文
共 50 条
  • [1] Study on Control Structure for the Automated Guided Vehicle Base on Visual Navigation
    Li, Shoutao
    Wei, Wei
    Wang, Rongben
    [J]. 2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 2515 - 2518
  • [2] Visual Navigation of Intelligent Vehicle Based on Optimization Path
    Sheng, Chaoqiang
    Chen, Jiao
    Xie, Zhaoli
    Bai, Yingjie
    Yang, Zongyu
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 5068 - 5072
  • [3] Terminal Container Automated Guided Vehicle Based on Lidar Navigation
    Deng, Yefeng
    Liu, Qingyu
    Jun Bao
    Sun, Hongwei
    He, Jiajian
    Lei Lu
    [J]. OPTICAL METHODS FOR INSPECTION, CHARACTERIZATION, AND IMAGING OF BIOMATERIALS IV, 2019, 11060
  • [4] Path Tracking of Automated Guided Vehicle
    Gupta, Neerja
    Singhal, Abhishek
    Rai, J. K.
    Kumar, Rohit
    [J]. 2014 SEVENTH INTERNATIONAL CONFERENCE ON CONTEMPORARY COMPUTING (IC3), 2014, : 260 - 264
  • [5] Vision-based Range Finder for Automated Guided Vehicle Navigation
    Han, Meng-Ju
    Kuo, Ching-Yi
    Chang, Nelson Yen-Chung
    [J]. 2016 IEEE WORKSHOP ON ADVANCED ROBOTICS AND ITS SOCIAL IMPACTS (ARSO), 2016, : 146 - 151
  • [6] Dynamic path finding method and obstacle avoidance for automated guided vehicle navigation in Industry 4.0
    Dundar, Yigit Can
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION & ENGINEERING SYSTEMS (KSE 2021), 2021, 192 : 3945 - 3954
  • [7] Harmony search path detection for vision based automated guided vehicle
    Mahaleh, Mahmoud Bakhshinejad Beigzadeh
    Mirroshandel, Seyed Abolghasem
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2018, 107 : 156 - 166
  • [8] Autonomous navigation of an automated guided vehicle in industrial environments
    Martinez-Barbera, H.
    Herrero-Perez, D.
    [J]. ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2010, 26 (04) : 296 - 311
  • [9] Dynamic path tracking for visual guided vehicle based on vision information
    Wang, Kejun
    Li, Zhanying
    Chu, Hongxia
    [J]. ISDA 2006: SIXTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 2, 2006, : 632 - +
  • [10] Automated Guided Vehicle Navigation with Obstacle Avoidance in Normal and Guided Environments
    Kar, Aniket K.
    Dhar, Narendra K.
    Nawaz, S. S. Farhad
    Chandola, Rashi
    Verma, Nishchal K.
    [J]. 2016 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2016, : 77 - 82