Robust and Cooperative Image-Based Visual Servoing System Using a Redundant Architecture

The reliability and robustness of image-based visual servoing systems is still unsolved by the moment. In order to address this issue, a redundant and cooperative 2D visual servoing system based on the information provided by two cameras in eye-in-hand/eye-to-hand configurations is proposed. Its control law has been defined to assure that the whole system is stable if each subsystem is stable and to allow avoiding typical problems of image-based visual servoing systems like task singularities, features extraction errors, disappearance of image features, local minima, etc. Experimental results with an industrial robot manipulator based on Schunk modular motors to demonstrate the stability, performance and robustness of the proposed system are presented.

[1]  Luis Payá,et al.  ROBUST IMAGE-BASED VISUAL SERVOING SYSTEM USING A REDUNDANT ARCHITECTURE , 2005 .

[2]  Franck Plestan,et al.  Robust visual servoing: bounding the task function tracking errors , 2005, IEEE Transactions on Control Systems Technology.

[3]  François Chaumette,et al.  Visual servo control. I. Basic approaches , 2006, IEEE Robotics & Automation Magazine.

[4]  François Chaumette,et al.  Visual servo control. II. Advanced approaches [Tutorial] , 2007, IEEE Robotics & Automation Magazine.

[5]  Danica Kragic,et al.  Cue integration for visual servoing , 2001, IEEE Trans. Robotics Autom..

[6]  Éric Marchand,et al.  Improvements in robust 2D visual servoing , 2004, IEEE International Conference on Robotics and Automation, 2004. Proceedings. ICRA '04. 2004.

[7]  Kamal K. Gupta,et al.  Global path planning for robust Visual Servoing in complex environments , 2009, 2009 IEEE International Conference on Robotics and Automation.

[8]  Graziano Chesi,et al.  Conferring Robustness to Path-Planning for Image-Based Control , 2012, IEEE Transactions on Control Systems Technology.

[9]  François Chaumette,et al.  Path planning for robust image-based control , 2002, IEEE Trans. Robotics Autom..

[10]  François Chaumette,et al.  Optimal Camera Trajectory with Image-Based Control , 2003, Int. J. Robotics Res..

[11]  Gregory D. Hager,et al.  Dynamic sensor planning in visual servoing , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[12]  Koichi Hashimoto,et al.  Multi-camera visual servoing of a micro helicopter under occlusions , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[13]  Graziano Chesi,et al.  Visual Servoing Path Planning via Homogeneous Forms and LMI Optimizations , 2009, IEEE Transactions on Robotics.

[14]  Rs Roel Pieters,et al.  Visual Servo Control , 2012 .

[15]  Selim Benhimane,et al.  Vision-based control with respect to planar and non-planar objects using a zooming camera , 2003 .

[16]  D. Kosmopoulos Robust Jacobian matrix estimation for image-based visual servoing , 2011 .

[17]  Éric Marchand,et al.  Eye-in-hand/eye-to-hand cooperation for visual servoing , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[18]  Larry S. Davis,et al.  Model-based object pose in 25 lines of code , 1992, International Journal of Computer Vision.

[19]  Peter I. Corke,et al.  A tutorial on visual servo control , 1996, IEEE Trans. Robotics Autom..

[20]  Myung Jin Chung,et al.  Path planning with uncalibrated stereo rig for image-based visual servoing under large pose discrepancy , 2003, IEEE Trans. Robotics Autom..

[21]  José Maria Azorín,et al.  Avoiding Visual Servoing Singularities Using a Cooperative Control Architecture , 2004, ICINCO.

[22]  Seth Hutchinson,et al.  Visual Servo Control Part I: Basic Approaches , 2006 .

[23]  Claude Samson,et al.  Robot Control: The Task Function Approach , 1991 .

[24]  S. Hutchinson,et al.  Visual Servo Control Part II : Advanced Approaches , 2007 .

[25]  Nicolás García Aracil,et al.  Visual Control of Robots with Delayed Images , 2009, Adv. Robotics.

[26]  Nicolás García Aracil,et al.  Continuous visual servoing despite the changes of visibility in image features , 2005, IEEE Transactions on Robotics.

[27]  Patrick Rives,et al.  Robustness of Image-Based Visual Servoing With a Calibrated Camera in the Presence of Uncertainties in the Three-Dimensional Structure , 2010, IEEE Transactions on Robotics.