Tracking a moving object with real-time obstacle avoidance

被引:5
|
作者
Chen, Chung-Hao [1 ]
Cheng, Chang [1 ]
Page, David [1 ]
Koschan, Andreas [1 ]
Abidi, Mongi [1 ]
机构
[1] Univ Tennessee, Dept Elect & Comp Engn, Imaging Robot & Intelligent Syst Lab, Knoxville, TN 37996 USA
关键词
computer applications; video equipment;
D O I
10.1108/01439910610705635
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Purpose - Aims to develop a robotic platform to autonomously track a moving object. Design/methodology/approach - This robotic platform, based on a modular system known as SafeBot, uses two sensors: a visual CCD camera and a laser-based range sensor. The rigidly mounted camera tracks an object in front of the platform and generates appropriate drive commands to keep the object in view, even if the object itself moves. The range sensor detects other objects as the platform moves to provide real-time obstacle avoidance while continuously tracking the original object. indings - The current approach successfully tracks an object, particularly a human subject, and avoids reasonably sized obstacles, but on-board processing limitations restrict the speed of the object to approximately 5 km/h. Originality/value - The core technology - a moving object tracked by a mobile robot with real-time obstacle avoidance - is an integrated system comprising object tracking on a mobile platform and real-time obstacle avoidance with robotic control. This system is applicable to a variety of automated applications such as inventory management, industrial palette distribution, and intruder surveillance.
引用
收藏
页码:460 / 468
页数:9
相关论文
共 50 条
  • [1] Real-time detection and tracking of moving object
    Tao, Jianguo
    Yu, Changhong
    [J]. 2008 INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, VOL II, PROCEEDINGS, 2008, : 860 - 863
  • [2] Real-time Moving Object Tracking in Video
    Kodjo, Amedome Min-Dianey
    Yang Jinhua
    [J]. 2012 INTERNATIONAL CONFERENCE ON OPTOELECTRONICS AND MICROELECTRONICS (ICOM), 2012, : 580 - 584
  • [3] Real-Time Kinematic Control for Redundant Manipulators in a Time-Varying Environment: Multiple-Dynamic Obstacle Avoidance and Fast Tracking of a Moving Object
    Zhang, Hui
    Jin, Hongzhe Z.
    Liu, Zhangxing
    Liu, Yubin
    Zhu, Yanhe
    Zhao, Jie
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (01) : 28 - 41
  • [4] A Robust Real-time Moving Object Tracking Algorithm
    Yang Wenjie
    Li Yun
    [J]. 2009 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-3, 2009, : 1471 - 1475
  • [5] Real-time tracking of a moving object inside a tube
    Arshak, K.
    Adepoju, F.
    [J]. 2006 25TH INTERNATIONAL CONFERENCE ON MICROELECTRONICS, VOLS 1 AND 2, PROCEEDINGS, 2006, : 249 - +
  • [6] Real-time tracking control with obstacle avoidance of multiple mobile robots
    Hu, E
    Yang, SX
    Chiu, DKY
    Smith, WR
    [J]. PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL, 2002, : 87 - 92
  • [7] Real-time tracking of moving object of image matching method
    Li, G
    Zhao, J
    Cai, HG
    [J]. PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON INSTRUMENTATION SCIENCE AND TECHNOLOGY, VOL 2, 2004, : 214 - 219
  • [8] A compact real-time image processor for moving object tracking
    Kinoshita, N
    [J]. REAL-TIME IMAGING, 1996, 2661 : 97 - 104
  • [9] DForC: a Real-Time Method for Reaching, Tracking and Obstacle Avoidance in Humanoid Robots
    Gori, I.
    Pattacini, U.
    Nori, F.
    Metta, G.
    Sandini, G.
    [J]. 2012 12TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 2012, : 544 - 551
  • [10] Real-time tracking for the moving object using multiple moving cameras and MDNet
    Rao, Jinjun
    Zhang, Qiuyu
    Dong, Hongru
    [J]. SIXTH INTERNATIONAL CONFERENCE ON OPTICAL AND PHOTONIC ENGINEERING (ICOPEN 2018), 2018, 10827