Collaborative human-humanoid carrying using vision and haptic sensing

We propose a framework for combining vision and haptic information in human-robot joint actions. It consists of a hybrid controller that uses both visual servoing and impedance controllers. This can be applied to tasks that cannot be done with vision or haptic information alone. In this framework, the state of the task can be obtained from visual information while haptic information is crucial for safe physical interaction with the human partner. The approach is validated on the task of jointly carrying a flat surface (e.g. a table) and then preventing an object (e.g. a ball) on top from falling off. The results show that this task can be successfully achieved. Furthermore, the framework presented allows for a more collaborative setup, by imparting task knowledge to the robot as opposed to a passive follower.

[1]  Vincenzo Lippiello,et al.  Human-robot interaction control using force and vision , 2007 .

[2]  Neville Hogan,et al.  Impedance control - An approach to manipulation. I - Theory. II - Implementation. III - Applications , 1985 .

[3]  Abderrahmane Kheddar Human-robot haptic joint actions is an equal control-sharing approach possible? , 2011, 2011 4th International Conference on Human System Interactions, HSI 2011.

[4]  Olivier Stasse,et al.  A versatile Generalized Inverted Kinematics implementation for collaborative working humanoid robots: The Stack Of Tasks , 2009, ICAR.

[5]  Don Joven Agravante,et al.  Human-humanoid joint haptic table carrying task with height stabilization using vision , 2013, 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[6]  Fumio Kanehiro,et al.  Cooperative works by a human and a humanoid robot , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[7]  Rafael C. González,et al.  Digital image processing using MATLAB , 2006 .

[8]  G. Morel,et al.  Impedance based combination of visual and force control , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[9]  Andrei Herdt,et al.  Walking without thinking about it , 2010, 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[10]  François Keith,et al.  Proactive behavior of a humanoid robot in a haptic transportation task with a human partner , 2012, 2012 IEEE RO-MAN: The 21st IEEE International Symposium on Robot and Human Interactive Communication.

[11]  P. Kokotovic,et al.  Nonlinear control via approximate input-output linearization: the ball and beam example , 1992 .

[12]  Bernhard P. Wrobel,et al.  Multiple View Geometry in Computer Vision , 2001 .

[13]  François Keith,et al.  Human-humanoid haptic joint object transportation case study , 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[14]  Pradeep K. Khosla,et al.  Improved force control through visual servoing , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[15]  Neville Hogan,et al.  Impedance Control: An Approach to Manipulation: Part I—Theory , 1985 .

[16]  Gary R. Bradski,et al.  Learning OpenCV 3: Computer Vision in C++ with the OpenCV Library , 2016 .

[17]  Sukhan Lee,et al.  VIsion force control in task-oriented grasping and manipulation , 2007, 2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[18]  Alex Zelinsky,et al.  Learning OpenCV---Computer Vision with the OpenCV Library (Bradski, G.R. et al.; 2008)[On the Shelf] , 2009, IEEE Robotics & Automation Magazine.

[19]  Tamio Arai,et al.  Human-robot cooperative manipulation with motion estimation , 2001, Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and Systems. Expanding the Societal Role of Robotics in the the Next Millennium (Cat. No.01CH37180).

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

[21]  Paul Evrard,et al.  Homotopy switching model for dyad haptic interaction in physical collaborative tasks , 2009, World Haptics 2009 - Third Joint EuroHaptics conference and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems.

[22]  Matthew T. Mason,et al.  Compliance and Force Control for Computer Controlled Manipulators , 1981, IEEE Transactions on Systems, Man, and Cybernetics.

[23]  Joris De Schutter,et al.  Integrated Vision/Force Robotic Servoing in the Task Frame Formalism , 2003, Int. J. Robotics Res..