Position and stiffness modulation of a wrist haptic device using myoelectric interface

Modulation of stiffness provides a great deal of advantage in the way humans interact with the environment, and is very important in successfully performing activities of daily living. In the context of human-machine interactions, stiffness control could provide a safer interaction, especially when dealing with unpredictable environment. In this paper we propose a user-modulated stiffness and position control for the wrist flexion/extension degree of freedom while physically coupled to a haptic device. A virtual position tracking experiment in a varying external force field is designed in order to test the performance of the control strategy with and without co-contraction techniques. Tracking accuracy and smoothness of motion indicate better performance when subjects use co-contraction techniques, and the difference in the two types of experiment is also statistically significant.

[1]  Allison M. Okamura,et al.  Task-dependent impedance and implications for upper-limb prosthesis control , 2014, Int. J. Robotics Res..

[2]  C.J. Abul-Haj,et al.  Functional assessment of control systems for cybernetic elbow prostheses. I. Description of the technique , 1990, IEEE Transactions on Biomedical Engineering.

[3]  Stefano Stramigioli,et al.  Stiffness and position control of a prosthetic wrist by means of an EMG interface , 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

[4]  Volkan Patoglu,et al.  Tele-impedance control of a variable stiffness prosthetic hand , 2012, 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO).

[5]  Allison M. Okamura,et al.  Task-dependent impedance improves user performance with a virtual prosthetic arm , 2011, 2011 IEEE International Conference on Robotics and Automation.

[6]  Nikolaos G. Tsagarakis,et al.  Tele-Impedance: Preliminary results on measuring and replicating human arm impedance in tele operated robots , 2011, 2011 IEEE International Conference on Robotics and Biomimetics.

[7]  E. Bizzi,et al.  Neural, mechanical, and geometric factors subserving arm posture in humans , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[8]  Rieko Osu,et al.  Short- and long-term changes in joint co-contraction associated with motor learning as revealed from surface EMG. , 2002, Journal of neurophysiology.

[9]  John Kenneth Salisbury,et al.  A New Actuation Approach for Human Friendly Robot Design , 2004, Int. J. Robotics Res..

[10]  Panagiotis K. Artemiadis,et al.  Simultaneous myoelectric control of a robot arm using muscle synergy-inspired inputs from high-density electrode grids , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).

[11]  D. Childress,et al.  An analysis of extended physiological proprioception as a prosthesis-control technique. , 1984, Journal of rehabilitation research and development.

[12]  Etienne Burdet,et al.  On the analysis of movement smoothness , 2015, Journal of NeuroEngineering and Rehabilitation.

[13]  J.W. Sensinger,et al.  Improvements to Series Elastic Actuators , 2006, 2006 2nd IEEE/ASME International Conference on Mechatronics and Embedded Systems and Applications.

[14]  Richard F. ff. Weir,et al.  CHAPTER 32 DESIGN OF ARTIFICIAL ARMS AND HANDS FOR PROSTHETIC APPLICATIONS , 2005 .

[15]  David G Lloyd,et al.  Neuromusculoskeletal modeling: estimation of muscle forces and joint moments and movements from measurements of neural command. , 2004, Journal of applied biomechanics.

[16]  G. Sandini,et al.  Eye-Hand Coordination during Dynamic Visuomotor Rotations , 2009, PloS one.

[17]  Neville Hogan,et al.  Impedance Control: An Approach to Manipulation , 1984, 1984 American Control Conference.

[18]  W. Zev Rymer,et al.  Elbow impedance during goal-directed movements , 2003, Experimental Brain Research.

[19]  Jonathon W. Sensinger,et al.  User-Modulated Impedance Control of a Prosthetic Elbow in Unconstrained, Perturbed Motion , 2008, IEEE Transactions on Biomedical Engineering.

[20]  Doubler Ja,et al.  An analysis of extended physiological proprioception as a prosthesis-control technique. , 1984 .

[21]  Paul L Gribble,et al.  Role of cocontraction in arm movement accuracy. , 2003, Journal of neurophysiology.