Image Based Visual Servoing for Tumbling Objects

被引:0
作者
Mithun, P. [1 ]
Pandya, Harit [1 ,3 ]
Gaud, Ayush [1 ]
Shah, Suril, V [2 ]
Krishna, K. Madhava [1 ]
机构
[1] Int Inst Informat Technol Hyderabad, Hyderabad, Telangana, India
[2] Indian Inst Technol Jodhpur, Dept Mech Engn, Jodhpur, Rajasthan, India
[3] Univ Lincoln, Lincoln, England
来源
2018 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS) | 2018年
基金
英国工程与自然科学研究理事会;
关键词
CAPTURE; SEQUENCE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Objects in space often exhibit a tumbling motion around the major inertial axis. In this paper, we address the image based visual servoing of a robotic system towards an uncooperative tumbling object. In contrast to previous approaches that require explicit reconstruction of the object and an estimation of its velocity, we propose a novel controller that is able to minimize the feature error directly in image space. This is achieved by observing that the feature points on the tumbling object follow a circular path around the axis of rotation and their projection creates an elliptical track in the image plane. Our controller minimizes the error between this elliptical track and the desired features, such that at the desired pose the features lie on the circumference of the ellipse. The effectiveness of our framework is exhibited by implementing the algorithm in simulation as well on a mobile robot.
引用
收藏
页码:2901 / 2908
页数:8
相关论文
共 29 条
[11]   A tutorial on visual servo control [J].
Hutchinson, S ;
Hager, GD ;
Corke, PI .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1996, 12 (05) :651-670
[12]  
Kawamoto S., 2003, NAL RES PROG NATL AE, V2002/2003, P84
[13]   Autonomous robotic capture of non-cooperative target using visual servoing and motion predictive control [J].
Larouche, Benoit P. ;
Zhu, Zheng H. .
AUTONOMOUS ROBOTS, 2014, 37 (02) :157-167
[14]  
Marchand E., 1999, Proceedings of the Seventh IEEE International Conference on Computer Vision, P262, DOI 10.1109/ICCV.1999.791229
[15]  
Nagamatsu H, 1996, IEEE INT CONF ROBOT, P70, DOI 10.1109/ROBOT.1996.503575
[16]  
Petit A., 2013, THESIS
[17]  
Petit A, 2011, IEEE INT C INT ROBOT, P619, DOI 10.1109/IROS.2011.6048176
[18]  
Pomares J, 2004, TSI PRESS S, V15, P241
[19]  
Reintsema D., 2010, 10th Int. Symp. Artif. Intell. Robot. Autom. Sp, P244
[20]   Autonomous capture of a tumbling satellite [J].
Rekleitis, Ioannis ;
Martin, Eric ;
Rouleau, Guy ;
L'Archeveque, Regent ;
Parsa, Kourosh ;
Dupuis, Eric .
JOURNAL OF FIELD ROBOTICS, 2007, 24 (04) :275-296