Collision Avoidance for Redundant Robots in Position-Based Visual Servoing

被引:30
|
作者
Shi, Haobin [1 ]
Chen, Jialin [1 ]
Pan, Wei [1 ]
Hwang, Kao-Shing [2 ,3 ]
Cho, Yi-Yun [2 ]
机构
[1] Northwestern Polytech Univ, Sch Comp Sci, Xian 710129, Shaanxi, Peoples R China
[2] Natl Sun Yat Sen Univ, Dept Elect Engn, Kaohsiung 80424, Taiwan
[3] Kaohsiung Med Univ, Dept Healthcare Adm & Med Informat, Kaohsiung 80424, Taiwan
来源
IEEE SYSTEMS JOURNAL | 2019年 / 13卷 / 03期
关键词
Collision avoidance; feature extraction; redundancy; robot motion; visual servoing; SUB-FEATURE SELECTION;
D O I
10.1109/JSYST.2018.2865503
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To tackle the problem on trajectory planning or the design of control law, this paper introduces a visual servoing system for a manipulator with redundant joints that the trajectory of the manipulator approaching the target is determined spontaneously by the visual control law. The proposed method resolves joint solution for visual servoing and obstacle avoidance. The work comprises of two procedures, feature extraction for position-based visual servoing (PBVS) and collision avoidance within the working envelope. In the PBVS control, the target pose must he reconstructed with respect to the robot and this results in a Cartesian motion-planning problem. Once the geometric relationship between the target and the end effector is determined, a secure inverse kinematics method incorporating trajectory planning is used to solve the solution of the redundant manipulator by the virtual repulsive torque method. Therefore, the links of the manipulator can always maintain a safe distance from obstacles while approaching the target smoothly. The proposed method is verified with its applicability in experiments using an eye-in-hand manipulator with seven joints. For reusability and extensibility, the system has been coded and constructed in the framework of the Robot Operating System so as that the developed algorithms can be disseminated to different platforms.
引用
收藏
页码:3479 / 3489
页数:11
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