Title :
Image-based visual servoing of nonholonomic mobile robots
Author :
Conticelli, Fabio ; Allotta, Benedetto ; Khosla, Pradeep K.
Author_Institution :
Scuola Superiore Sant´´Anna, Pisa, Italy
fDate :
6/21/1905 12:00:00 AM
Abstract :
In this paper, a novel image-based visual approach for the position control of a nonholonomic mobile robot is presented. The mobile robot is endowed with a fixed camera, and visual feedback is used to control the robot pose with respect to a rigid object of interest. After introducing a three dimensional state space representation of the camera-object visual interaction model fully defined in the image plane, a closed-loop stabilizing control law is designed, based on Lyapunov´s direct method. The image-based control scheme, which uses a discontinuous change of coordinates, ensures global asymptotic stability of the closed-loop visual system. Moreover, in the case of known height of the object, global stability is formally proved using an adaptive control law. Experimental results obtained with a tank model validate the framework, both in terms of system convergence and control robustness
Keywords :
Lyapunov methods; adaptive control; asymptotic stability; closed loop systems; control system synthesis; convergence; feedback; matrix algebra; mobile robots; robot vision; robust control; servomechanisms; state-space methods; 3D state space representation; Lyapunov direct method; adaptive control law; camera-object visual interaction model; closed-loop stabilizing control law; closed-loop visual system; control robustness; fixed camera; global asymptotic stability; image plane; image-based visual servoing; nonholonomic mobile robots; position control; system convergence; visual feedback; Cameras; Feedback; Mobile robots; Orbital robotics; Position control; Robot control; Robot kinematics; Robot vision systems; State-space methods; Visual servoing;
Conference_Titel :
Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5250-5
DOI :
10.1109/CDC.1999.827879