Title :
Visual servoing control of a 9-DoF WMRA to perform ADL tasks
Author :
Pence, William G. ; Farelo, Fabian ; Alqasemi, Redwan ; Sun, Yu ; Dubey, Rajiv
Author_Institution :
Univ. of South Florida, Tampa, FL, USA
Abstract :
The wheelchair-mounted robotic arm (WMRA) is a mobile manipulator that consists of a 7-DoF robotic arm and a 2-DoF power wheelchair platform. Previous works combined mobility and manipulation control using weighted optimization for dual-trajectory tracking [7]. In this work, we present an image-based visual servoing (IBVS) approach with scale-invariant feature transform (SIFT) using an eye-in-hand monocular camera for combined control of mobility and manipulation for the 9-DoF WMRA system to execute activities of daily living (ADL) autonomously. We also present results of the physical implementation with a simple “Go to and Pick Up” task and the “Go to and Open the Door” task previously published in simulation, using IBVS to aid the task performance.
Keywords :
dexterous manipulators; feature extraction; living systems; mobile robots; optimisation; robot vision; trajectory control; visual servoing; wheelchairs; ADL task; DoF; IBVS; SIFT; WMRA; activities of daily living; eye-in-hand monocular camera; image-based visual servoing; manipulation control; mobile manipulator; mobility control; power wheelchair; scale invariant feature transform; task performance; trajectory tracking; weighted optimization; wheelchair mounted robotic arm; Cameras; Joints; Manipulators; Mobile communication; Visual servoing; Wheelchairs;
Conference_Titel :
Robotics and Automation (ICRA), 2012 IEEE International Conference on
Conference_Location :
Saint Paul, MN
Print_ISBN :
978-1-4673-1403-9
Electronic_ISBN :
1050-4729
DOI :
10.1109/ICRA.2012.6225162