Target specification error optimal camera configuration for vision-based robotics

被引:0
|
作者
Kucuk, H
Parker, GG
Klymyshyn, NA
Baumgartner, ET
机构
关键词
machine vision; camera space manipulation; robot; vision system;
D O I
10.1117/12.287631
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Applications of vision based remotely operated robotic systems range from planetary exploration to hazardous waste remediation, For space applications, where communication lime-lags are large, the target selection and robot positioning tasks may be performed sequentially, differing from conventional tele-robotic maneuvers. For these point-and-move systems, the desired target must be defined in the image planes of the cameras either by an operator or through image processing software. Ambiguity of the target specification will naturally lead to end-effector positioning errors. In this payer, the target specification error covariance is shown to transform linearly to the end-effector positioning error. In addition, ii methodology for target specification error optimal estimation of camera view parameters of a vision based robotic system is presented. A cost function is examined based on minimizing the end-effector error covariance matrix. Simulation and experimental results are presented.
引用
收藏
页码:124 / 132
页数:9
相关论文
共 50 条
  • [1] Optimal landmark configuration for vision-based control of mobile robots
    Burschka, D
    Geiman, J
    Hager, G
    2003 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2003, : 3917 - 3922
  • [2] Vision-based target geo-location using camera equipped MAVs
    Pachter, Meir
    Ceccarelli, Nicola
    Chandler, Philip R.
    PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 203 - 208
  • [3] Vision-based robotics using open FPGAs
    Machado, Felipe
    Nieto, Ruben
    Fernandez-Conde, Jesus
    Lobato, David
    Canas, Jose M.
    MICROPROCESSORS AND MICROSYSTEMS, 2023, 103
  • [4] SUCCESSFULLY APPLIED VISION-BASED ROBOTICS.
    Wood, Elaine Ide
    Robotics World, 1985, 3 (06): : 48 - 50
  • [5] Quadrotor circumnavigation of an unknown moving target using camera vision-based measurements
    Ghommam, Jawhar
    Fethalla, Nuradeen
    Saad, Maarouf
    IET CONTROL THEORY AND APPLICATIONS, 2016, 10 (15): : 1874 - 1887
  • [6] A perceptual system for vision-based evolutionary robotics
    Kubota, N
    Niwa, M
    Azuma, H
    Ueda, A
    PROCEEDINGS OF 2003 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS & SIGNAL PROCESSING, PROCEEDINGS, VOLS 1 AND 2, 2003, : 841 - 844
  • [7] A error model of vision-based measurement
    Ni, GQ
    Luo, FL
    ICMWFST '96 - 1996 4TH INTERNATIONAL CONFERENCE ON MILLIMETER WAVE AND FAR INFRARED SCIENCE AND TECHNOLOGY, PROCEEDINGS, 1996, : 295 - 297
  • [8] Robotics issues on vision-based human motion analysis
    Liu, Honghai
    INDUSTRIAL ROBOT-AN INTERNATIONAL JOURNAL, 2009, 36 (02) : 113 - 113
  • [9] Vision-based sensing and control for space robotics applications
    Stieber, ME
    McKay, M
    Vukovich, G
    Petriu, E
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 1999, 48 (04) : 807 - 812
  • [10] Vision-based sensing and control for space robotics applications
    Stieber, ME
    McKay, M
    Vukovich, G
    Petrin, E
    JOINT CONFERENCE - 1996: IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE & IMEKO TECHNICAL COMMITTEE 7, CONFERENCE PROCEEDINGS, VOLS I AND II: QUALITY MEASUREMENTS: THE INDISPENSABLE BRIDGE BETWEEN THEORY AND REALITY (NO MEASUREMENTS? NO SCIENCE!), 1996, : 383 - 387