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Proprioceptive Sonomyographic Control: A novel method of intuitive proportional control of multiple degrees of freedom for upper-extremity amputees

Ananya S Dhawan, View ORCID ProfileBiswarup Mukherjee, Shriniwas Patwardhan, Nima Akhlaghi, Gyorgy Levay, Rahsan J Holley, Wilsaan M Joiner, Michelle Harris-Love, Siddhartha Sikdar
doi: https://doi.org/10.1101/387290
Ananya S Dhawan
George Mason University, Fairfax VA, USA;
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Biswarup Mukherjee
George Mason University, Fairfax VA, USA;
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  • ORCID record for Biswarup Mukherjee
  • For correspondence: bmukherj@gmu.edu
Shriniwas Patwardhan
George Mason University, Fairfax VA, USA;
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Nima Akhlaghi
George Mason University, Fairfax VA, USA;
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Gyorgy Levay
Infinite Biomedical Technologies, Baltimore MD, USA;
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Rahsan J Holley
Medstar National Rehabilitation Hospital, Washington DC, USA;
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Wilsaan M Joiner
George Mason University, Fairfax, VA, USA
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Michelle Harris-Love
George Mason University, Fairfax VA, USA;
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Siddhartha Sikdar
George Mason University, Fairfax VA, USA;
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Abstract

Technological advances in multi-articulated prosthetic hands have outpaced the methods available to amputees to intuitively control these devices. Amputees often cite difficulty of use as a key contributing factor for abandoning their prosthesis, creating a pressing need for improved control technology. A major challenge of traditional myoelectric control strategies using surface electromyography electrodes has been the difficulty in achieving intuitive and robust proportional control of multiple degrees of freedom. In this paper, we describe a new control method, proprioceptive sonomyographic control that overcomes several limitations of myoelectric control. In sonomyography, muscle mechanical deformation is sensed using ultrasound, as compared to electrical activation, and therefore the resulting control signals can directly control the position of the end effector. Compared to myoelectric control which controls the velocity of the end-effector device, sonomyographic control is more congruent with residual proprioception in the residual limb. We tested our approach with 5 upper-extremity amputees and able-bodied subjects using a virtual target achievement and holding task. Amputees and able-bodied participants demonstrated the ability to achieve positional control for 5 degrees of freedom with an hour of training. Our results demonstrate the potential of proprioceptive sonomyographic control for intuitive dexterous control of multiarticulated prostheses.

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The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted August 20, 2018.
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Proprioceptive Sonomyographic Control: A novel method of intuitive proportional control of multiple degrees of freedom for upper-extremity amputees
Ananya S Dhawan, Biswarup Mukherjee, Shriniwas Patwardhan, Nima Akhlaghi, Gyorgy Levay, Rahsan J Holley, Wilsaan M Joiner, Michelle Harris-Love, Siddhartha Sikdar
bioRxiv 387290; doi: https://doi.org/10.1101/387290
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Proprioceptive Sonomyographic Control: A novel method of intuitive proportional control of multiple degrees of freedom for upper-extremity amputees
Ananya S Dhawan, Biswarup Mukherjee, Shriniwas Patwardhan, Nima Akhlaghi, Gyorgy Levay, Rahsan J Holley, Wilsaan M Joiner, Michelle Harris-Love, Siddhartha Sikdar
bioRxiv 387290; doi: https://doi.org/10.1101/387290

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