Vision Based Environment Recognition and Movement Control for Autonomous Wheeled Mobile Robots

被引:0
|
作者
Yasuda, Gen'ichi [1 ]
Ge, Bin [2 ]
机构
[1] Nagasaki Inst Appl Sci, Dept Human & Comp Intelligence, 536 Aba Machi, Nagasaki 8510193, Japan
[2] Dalian Univ, Econ & Tech Dev Zone, Liao Ning Key Lab Intelligent Informat Proc, Dalian 116622, Peoples R China
关键词
Mobile robots; image processing; object recognition; environment recognition; movement control;
D O I
10.1109/ICMA.2009.5246160
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents an experimental study on environment recognition and movement control for multiagent robotic soccer using wheeled mobile robots. A color image segmentation method based on YUV color information of each pixel of the color image is applied to the object recognition. The color image segmentation is performed using the tables that transform each value in a pixel to membership in several color classes, where the lower and higher threshold values of Y, U, and V are determined and described for the sample color markers. The position of objects on the field is efficiently and accurately calculated using a monocular camera. A common image processing method is used to detect landmarks such as corners/edges in the environment. A movement control algorithm is implemented based on the distance and orientation to the target. Experimental results of real-time movement control are also presented.
引用
收藏
页码:1083 / +
页数:2
相关论文
共 50 条
  • [1] Sensor Based Control of Autonomous Wheeled Mobile Robots
    Mester, Gyula
    [J]. IPSI BGD TRANSACTIONS ON INTERNET RESEARCH, 2010, 6 (02): : 29 - 34
  • [2] Color based object recognition, localization, and movement control for multiple wheeled mobile robots
    Yasuda, G
    Ge, B
    [J]. IECON 2004 - 30TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOL. 1, 2004, : 395 - 400
  • [3] Autonomous Dynamic Driving Control of Wheeled Mobile Robots
    Yoon, Jaemin
    Oh, Jong-Hyun
    Park, Joo-Hyun
    Kim, Suhwan
    Lee, Dongjun
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2014, : 5274 - 5279
  • [4] A Distributed Control Architecture for Sensor Based Motion Control of Autonomous Wheeled Mobile Robots
    Ge, Bin
    Yasuda, Gen'ichi
    [J]. 2011 9TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2011), 2011, : 1201 - 1205
  • [5] Trajectory control of the wheeled mobile robots in dynamic environment
    Zhang, Botao
    Krasnov, Aleksandr Y.
    Chepinskiy, Sergey A.
    Grigoriev, Valery V.
    Artemov, Kirill A.
    Liao, Duzhesheng
    Zhang, Shengyi
    Wang, Jian
    [J]. 2019 24TH INTERNATIONAL CONFERENCE ON METHODS AND MODELS IN AUTOMATION AND ROBOTICS (MMAR), 2019, : 269 - 274
  • [6] A Switched Systems Approach to Vision-Based Tracking Control of Wheeled Mobile Robots
    Chen, Hsi-Yuan
    Bell, Zachary
    Licitra, Ryan
    Dixon, Warren
    [J]. 2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), 2017,
  • [7] Vision-based playback method of wheeled mobile robots
    Kagami, Y
    Emura, T
    Hiyama, M
    [J]. ROBOTICA, 2000, 18 : 281 - 286
  • [8] Method for vision-based docking of wheeled mobile robots
    Low, Emily M. P.
    Manchester, Ian R.
    Savkin, Andrey V.
    [J]. PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, VOLS 1-4, 2006, : 343 - +
  • [9] Autonomous Omni-Wheeled Mobile Robots
    Ignatiev, K. V.
    Kopichev, M. M.
    Putov, A. V.
    [J]. 2016 2ND INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING, APPLICATIONS AND MANUFACTURING (ICIEAM), 2016,
  • [10] Inversion-based control of wheeled mobile robots
    Guarino Lo Bianco, C
    Piazzi, A
    [J]. IV'2002: IEEE INTELLIGENT VEHICLE SYMPOSIUM, PROCEEDINGS, 2002, : 190 - 195