A screw axis identification method for serial robot calibration based on the POE model

被引:45
|
作者
Wang, Haixia [1 ,2 ]
Shen, Shuhan [1 ]
Lu, Xiao [2 ]
机构
[1] Chinese Acad Sci, Natl Lab Pattern Recognit, Inst Automat, Beijing, Peoples R China
[2] Shandong Univ Sci & Technol, Key Lab Robot & Intelligent Technol Shandong Prov, Qingdao, Peoples R China
关键词
Robotics; Calibration; Screw.axis identification; Robot calibration; Product of exponentials (POE) model; Twist; Hand-eye vision; KINEMATIC-PARAMETER-IDENTIFICATION; ACCURACY;
D O I
10.1108/01439911211201609
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Purpose - The purpose of this paper is to propose a screw axis identification (SAI) method based on the product of exponentials (POE) model, which is concerned with calibrating a serial robot with m joints equipped with a stereo-camera vision system. Design/methodology/approach - Different from conventional approaches, like the circle point analysis (CPA) or the system theoretic method which must collect a great deal of data, the identification of the joint parameters for the proposed method only needs to measure m + 1 times for n (n >= 3) target points mounted on the manipulator end-effector. Findings - In this approach, the joint parameter, called a screw or twist, together with the actual value of joint angle can be obtained by linearly solving a closed-form expression. Further, this method avoids calibrating the hand-eye relationship and the exterior parameter of the robot. Originality/value - Finally, the stability and accuracy of the SAI method are evaluated by simulation experiments, and it is also verified well in practical experiments.
引用
收藏
页码:146 / 153
页数:8
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