On Latencies and Noise Effects in Vision-Based Control of Mobile Robots

被引:1
|
作者
Aref, Mohammad M. [1 ]
Vihonen, Juho [1 ]
Ghabcheloo, Reza [1 ]
Mattila, Jouni [1 ]
机构
[1] Tampere Univ Technol, FIN-33101 Tampere, Finland
基金
芬兰科学院;
关键词
VISUAL NAVIGATION;
D O I
10.1007/978-3-319-61276-8_22
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study the effects of variable latencies and noise-effects in vision based navigation. Based on the observations, we adapt a new robust estimation solution that is simple to integrate into a path-following controller and shown to provide a smoothed, high-bandwidth feedback for real-time control of a mobile robot. The strong dependency of steering oscillations originating from the noises and inaccuracies of the robot's pose estimates is highlighted. The system is capable of positioning the mobile manipulator's gripper in the vicinity of a target only by navigation of its nonholonomic mobile base.
引用
收藏
页码:191 / 199
页数:9
相关论文
共 50 条
  • [31] Vision-based PID control of planar robots
    Cervantes, I
    Garrido, R
    Alvarez-Ramirez, J
    Martinez, A
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2004, 9 (01) : 132 - 136
  • [32] Intelligent control for vision-based soccer robots
    Kubota, Naoyuki
    Kamijima, Shinichi
    INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2006, 10 (01) : 83 - 91
  • [33] Vision-based remote control of cellular robots
    Santos-Victor, J
    ROBOTICS AND AUTONOMOUS SYSTEMS, 1998, 23 (04) : 221 - 234
  • [34] Vision-based servoing control for legged robots
    Hosoda, K
    Kamado, M
    Asada, M
    1997 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION - PROCEEDINGS, VOLS 1-4, 1997, : 3154 - 3159
  • [35] A vision-based position control methodology to drive mobile robots towards target positions
    Huang, Haibo
    Sun, Dong
    Chen, Wuwei
    Mills, James K.
    2005 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, 2006, : 369 - +
  • [36] CONTROL OF COOPERATIVE DUAL-ARM MOBILE ROBOTS IN A VISION-BASED INTELLIGENT SPACE
    Chang, Wen-Chung
    Van-Truong Nguyen
    EMERGING TRENDS IN MOBILE ROBOTICS, 2010, : 296 - 304
  • [37] Vision-Based Formation Control of Mobile Robots With FOV Constraints and Unknown Feature Depth
    Miao, Zhiqiang
    Zhong, Hang
    Lin, Jie
    Wang, Yaonan
    Chen, Yanjie
    Fierro, Rafael
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2021, 29 (05) : 2231 - 2238
  • [38] Vision-based motion planning and exploration algorithms for mobile robots
    Taylor, CJ
    Kriegman, DJ
    IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (03): : 417 - 426
  • [39] Vision-based leader/follower tracking for nonholonomic mobile robots
    Kannan, Hariprasad
    Chitrakaran, Vilas K.
    Dawson, Darren M.
    Burg, Timothy
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 2519 - +
  • [40] Vision-based Localization for Mobile Robots Using Particle Filter
    Liu, Dongbo
    Liu, Guorong
    Yu, Miaohua
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 6, 2009, : 354 - 356