Sensor-based hybrid position/force control of a robot manipulator in an uncalibrated environment

被引:100
作者
Xiao, D [1 ]
Ghosh, BK
Xi, N
Tarn, TJ
机构
[1] Faunuc Robot N Amer Inc, Rochester, MI 48309 USA
[2] Washington Univ, Dept Syst Sci & Math, St Louis, MO 63130 USA
[3] Michigan State Univ, Dept Elect Engn, E Lansing, MI 48824 USA
基金
美国国家科学基金会;
关键词
force torque sensor; hybrid control; multisensor fusion; planner; vision system;
D O I
10.1109/87.852909
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 is devoted to the problem of controlling a robot manipulator for a class of constrained motions. The task under consideration Is to control the manipulator, such that the end-effector follows a path on an unknown surface, with the aid of a single camera assumed to be uncalibrated with respect to the robot coordinates. To accomplish a task of this kind, we propose a new control strategy based on multisensor fusion, We assume that three different sensors-that is, encoders mounted at each joint of the robot with six degrees of freedom, a force-torque sensor mounted at the wrist of the manipulator, and a visual sensor with a single camera fixed to the ceiling of the workcell-are available. Also, we assume that the contact point between the tool grasped by the end-effector and the surface is frictionless. To describe the proposed algorithm that we have implemented, first we decouple the vector space of control variables into two subspaces. We use one for controlling the magnitude of the contact force on the surface and the other for controlling the constrained motion on the surface. This way, the control synthesis problem is decoupled and we are able to develop a new scheme that utilizes sensor fusion to handle uncalibrated parameters in the workcell, wherein the surface on which the task is to be performed is assumed to be visible, but has an a priori unknown position.
引用
收藏
页码:635 / 645
页数:11
相关论文
共 55 条
  • [1] INTEGRATING VISION AND TOUCH FOR OBJECT RECOGNITION TASKS
    ALLEN, PK
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1988, 7 (06) : 15 - 33
  • [2] ALLEN PK, 1991, 1991 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-3, P851, DOI 10.1109/ROBOT.1991.131694
  • [3] ALLEN PK, 1996, P IEEE SICE RSJ INT, P349
  • [4] [Anonymous], 1979, 9 INT S IND ROBOTS
  • [5] [Anonymous], MACH VISION APPL
  • [6] Specification of force-controlled actions in the ''Task Frame Formalism'' - A synthesis
    Bruyninckx, H
    DeSchutter, J
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1996, 12 (04): : 581 - 589
  • [7] VISUAL COMPLIANCE - TASK-DIRECTED VISUAL SERVO CONTROL
    CASTANO, A
    HUTCHINSON, S
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1994, 10 (03): : 334 - 342
  • [8] Corke P. I., 1994, VISUAL SERVOING, P1
  • [9] A NEW APPROACH TO VISUAL SERVOING IN ROBOTICS
    ESPIAU, B
    CHAUMETTE, F
    RIVES, P
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1992, 8 (03): : 313 - 326
  • [10] WEIGHTED SELECTION OF IMAGE FEATURES FOR RESOLVED RATE VISUAL FEEDBACK-CONTROL
    FEDDEMA, JT
    LEE, CSG
    MITCHELL, OR
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1991, 7 (01): : 31 - 47