Title :
Robust Assembly of Complex Shaped Planar Parts Using Vision and Force
Author :
Stemmer, A. ; Schreiber, G. ; Arbter, K. ; Albu-Schäffer, A.
Author_Institution :
Inst. of Robotics & Mechatronics, German Aerosp. Center
Abstract :
The paper addresses the fusion of vision and force-torque information for robotic assembly tasks. The torque-controlled DLR light-weight robot is used, which is specially designed for fast and safe interaction with a changing environment. The image processing is based on standard hardware components and uses color segmentation and affine invariant feature classification. It provides a position estimation within the region of attraction (ROA) of a compliance based assembly strategy. The assembly planning toolbox is based on a theoretical analysis and the maximization of the ROA. This guarantees the local convergence of the assembly process under consideration of the part geometry. The convergence analysis uses the passivity properties of the robot and the environment. The method is validated through extensive experiments
Keywords :
image classification; image colour analysis; image segmentation; robot vision; robotic assembly; affine invariant feature classification; assembly planning toolbox; color segmentation; complex shaped planar parts; compliance based assembly strategy; force-torque information; image processing; light-weight robot; region of attraction; robust assembly; vision fusion; Assembly systems; Computational geometry; Convergence; Humans; Manufacturing industries; Robot sensing systems; Robotic assembly; Robotics and automation; Robustness; Service robots;
Conference_Titel :
Multisensor Fusion and Integration for Intelligent Systems, 2006 IEEE International Conference on
Conference_Location :
Heidelberg
Print_ISBN :
1-4244-0566-1
Electronic_ISBN :
1-4244-0567-X
DOI :
10.1109/MFI.2006.265671