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

被引:101
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
[11]   VISION-GUIDED SERVOING WITH FEATURE-BASED TRAJECTORY GENERATION [J].
FEDDEMA, JT ;
MITCHELL, OR .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1989, 5 (05) :691-700
[12]  
FLYNN A, 1985, THESIS MIT CAMBRIDGE
[13]   Multisensor-based robotic manipulation in all uncalibrated manufacturing workcell [J].
Ghosh, BK ;
Xiao, D ;
Xi, N ;
Tarn, TJ .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1999, 336 (02) :237-255
[14]  
GHOSH BK, IN PRESS ADV ROBOT J
[15]   A modular system for robust positioning using feedback from stereo vision [J].
Hager, GD .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1997, 13 (04) :582-595
[16]  
Hall D. L., 1992, MATH TECHNIQUES MULT
[17]  
HASHIMOTO K, 1994, VISUAL SERVOING, P165
[18]  
HOGAN N, 1985, ASME, V107, P1
[19]   A tutorial on visual servo control [J].
Hutchinson, S ;
Hager, GD ;
Corke, PI .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1996, 12 (05) :651-670
[20]  
ISHIKAWA T, 1996, P IEEE SICE RSJ INT, P116