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Published in: Journal of NeuroEngineering and Rehabilitation 1/2015

Open Access 01-12-2015 | Research

An exploration of grip force regulation with a low-impedance myoelectric prosthesis featuring referred haptic feedback

Authors: Jeremy D. Brown, Andrew Paek, Mashaal Syed, Marcia K. O’Malley, Patricia A. Shewokis, Jose L. Contreras-Vidal, Alicia J. Davis, R. Brent Gillespie

Published in: Journal of NeuroEngineering and Rehabilitation | Issue 1/2015

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Abstract

Background

Haptic display technologies are well suited to relay proprioceptive, force, and contact cues from a prosthetic terminal device back to the residual limb and thereby reduce reliance on visual feedback. The ease with which an amputee interprets these haptic cues, however, likely depends on whether their dynamic signal behavior corresponds to expected behaviors—behaviors consonant with a natural limb coupled to the environment. A highly geared motor in a terminal device along with the associated high back-drive impedance influences dynamic interactions with the environment, creating effects not encountered with a natural limb. Here we explore grasp and lift performance with a backdrivable (low backdrive impedance) terminal device placed under proportional myoelectric position control that features referred haptic feedback.

Methods

We fabricated a back-drivable terminal device that could be used by amputees and non-amputees alike and drove aperture (or grip force, when a stiff object was in its grasp) in proportion to a myoelectric signal drawn from a single muscle site in the forearm. In randomly ordered trials, we assessed the performance of N=10 participants (7 non-amputee, 3 amputee) attempting to grasp and lift an object using the terminal device under three feedback conditions (no feedback, vibrotactile feedback, and joint torque feedback), and two object weights that were indiscernible by vision.

Results

Both non-amputee and amputee participants scaled their grip force according to the object weight. Our results showed only minor differences in grip force, grip/load force coordination, and slip as a function of sensory feedback condition, though the grip force at the point of lift-off for the heavier object was significantly greater for amputee participants in the presence of joint torque feedback. An examination of grip/load force phase plots revealed that our amputee participants used larger safety margins and demonstrated less coordination than our non-amputee participants.

Conclusions

Our results suggest that a backdrivable terminal device may hold advantages over non-backdrivable devices by allowing grip/load force coordination consistent with behaviors observed in the natural limb. Likewise, the inconclusive effect of referred haptic feedback on grasp and lift performance suggests the need for additional testing that includes adequate training for participants.
Literature
2.
go back to reference Flanagan JR, Wing AM. The role of internal models in motion planning and control: evidence from grip force adjustments during movements of hand-held loads. J Neurosci. 1997; 17(4):1519–28.PubMed Flanagan JR, Wing AM. The role of internal models in motion planning and control: evidence from grip force adjustments during movements of hand-held loads. J Neurosci. 1997; 17(4):1519–28.PubMed
3.
go back to reference Chatterjee A, Chaubey P, Martin J, Thakor NV. Quantifying Prosthesis Control Improvements Using a Vibrotactile Representation of Grip Force. In: 2008 IEEE Region 5 Conference. IEEE: 2008. p. 1–5. doi:10.1109/TPSD.2008.4562727. Chatterjee A, Chaubey P, Martin J, Thakor NV. Quantifying Prosthesis Control Improvements Using a Vibrotactile Representation of Grip Force. In: 2008 IEEE Region 5 Conference. IEEE: 2008. p. 1–5. doi:10.​1109/​TPSD.​2008.​4562727.
4.
go back to reference D’Alonzo M, Cipriani C, Carrozza MC. Vibrotactile sensory substitution in multi-fingered hand prostheses: Evaluation studies. In: 2011 IEEE International Conference on Rehabilitation Robotics (ICORR). IEEE: 2011. p. 1–6. doi:10.1109/ICORR.2011.5975477. D’Alonzo M, Cipriani C, Carrozza MC. Vibrotactile sensory substitution in multi-fingered hand prostheses: Evaluation studies. In: 2011 IEEE International Conference on Rehabilitation Robotics (ICORR). IEEE: 2011. p. 1–6. doi:10.​1109/​ICORR.​2011.​5975477.
7.
go back to reference Zafar M, Van Doren CL. Effectiveness of supplemental grasp-force feedback in the presence of vision. Med Biol Eng Comput. 2000; 38(3):267–74.CrossRefPubMed Zafar M, Van Doren CL. Effectiveness of supplemental grasp-force feedback in the presence of vision. Med Biol Eng Comput. 2000; 38(3):267–74.CrossRefPubMed
8.
go back to reference Patterson PE, Katz JA. Design and evaluation of a sensory feedback system that provides grasping pressure in a myoelectric hand. J Rehabil Res Dev. 1992; 29(1):1–8.CrossRefPubMed Patterson PE, Katz JA. Design and evaluation of a sensory feedback system that provides grasping pressure in a myoelectric hand. J Rehabil Res Dev. 1992; 29(1):1–8.CrossRefPubMed
12.
go back to reference Antfolk C, Cipriani C, Carrozza MC, Balkenius C, Björkman A, Lundborg G, et al.Transfer of tactile input from an artificial hand to the forearm: experiments in amputees and able-bodied volunteers. Disabil Rehabil Assist Technol. 2013; 8(3):249–54. doi:10.3109/17483107.2012.713435.CrossRefPubMed Antfolk C, Cipriani C, Carrozza MC, Balkenius C, Björkman A, Lundborg G, et al.Transfer of tactile input from an artificial hand to the forearm: experiments in amputees and able-bodied volunteers. Disabil Rehabil Assist Technol. 2013; 8(3):249–54. doi:10.​3109/​17483107.​2012.​713435.CrossRefPubMed
15.
go back to reference Meek SG, Jacobsen SC, Goulding PP. Extended physiologic taction: design and evaluation of a proportional force feedback system. J Rehabil Res Dev. 1989; 26(3):53–62.PubMed Meek SG, Jacobsen SC, Goulding PP. Extended physiologic taction: design and evaluation of a proportional force feedback system. J Rehabil Res Dev. 1989; 26(3):53–62.PubMed
16.
go back to reference Erwin A, Sup F. Design and perceptibility of a wearable haptic device using low-frequency stimulations on the forearm. 2014 IEEE Haptics Symposium (HAPTICS). 2014:505–508. doi:10.1109/HAPTICS.2014.6775507. Erwin A, Sup F. Design and perceptibility of a wearable haptic device using low-frequency stimulations on the forearm. 2014 IEEE Haptics Symposium (HAPTICS). 2014:505–508. doi:10.​1109/​HAPTICS.​2014.​6775507.
17.
go back to reference Gillespie RB, Contreras-Vidal JL, Shewokis PA, O’Malley MK, Brown JD, Agashe H, et al.Toward improved sensorimotor integration and learning using upper-limb prosthetic devices. In: 2010 IEEE Engineering in Medicine and Biology Society (EMBC). IEEE: 2010. p. 5077–080. doi:10.1109/IEMBS.2010.5626206. Gillespie RB, Contreras-Vidal JL, Shewokis PA, O’Malley MK, Brown JD, Agashe H, et al.Toward improved sensorimotor integration and learning using upper-limb prosthetic devices. In: 2010 IEEE Engineering in Medicine and Biology Society (EMBC). IEEE: 2010. p. 5077–080. doi:10.​1109/​IEMBS.​2010.​5626206.
20.
go back to reference Hannaford B, Wood L, Mcaffee DA, Zak H. Performance Evaluation of a Six-Axis Generalized Force-Reflecting Teleoperator. IEEE Trans Syst Man Cybernet. 1991; 21(3):620–33.CrossRef Hannaford B, Wood L, Mcaffee DA, Zak H. Performance Evaluation of a Six-Axis Generalized Force-Reflecting Teleoperator. IEEE Trans Syst Man Cybernet. 1991; 21(3):620–33.CrossRef
21.
go back to reference Wildenbeest JGW, Abbink DA, Heemskerk CJM, van der Helm FCT, Boessenkool H. The Impact of Haptic Feedback Quality on the Performance of Teleoperated Assembly Tasks. IEEE Trans Haptics. 2013; 6(2):242–52. doi:10.1109/TOH.2012.19.CrossRefPubMed Wildenbeest JGW, Abbink DA, Heemskerk CJM, van der Helm FCT, Boessenkool H. The Impact of Haptic Feedback Quality on the Performance of Teleoperated Assembly Tasks. IEEE Trans Haptics. 2013; 6(2):242–52. doi:10.​1109/​TOH.​2012.​19.CrossRefPubMed
22.
25.
go back to reference Meek SG, Jacobsen SC, Goulding PP. Extended physiologic taction: design and evaluation of a proportional force feedback system. J Rehab Res Dev. 1989; 26(3):53–62. Meek SG, Jacobsen SC, Goulding PP. Extended physiologic taction: design and evaluation of a proportional force feedback system. J Rehab Res Dev. 1989; 26(3):53–62.
26.
go back to reference Gillespie B, Baker J, O’Malley M, Shewokis P, Contreras-Vidal JL. Functionally biarticular control for smart prosthetics. In: {EuroHaptics} Conference, 2009 and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems. IEEE: 2009. p. 627–8. doi:10.1109/WHC.2009.4810921. Gillespie B, Baker J, O’Malley M, Shewokis P, Contreras-Vidal JL. Functionally biarticular control for smart prosthetics. In: {EuroHaptics} Conference, 2009 and Symposium on Haptic Interfaces for Virtual Environment and Teleoperator Systems. IEEE: 2009. p. 627–8. doi:10.​1109/​WHC.​2009.​4810921.
29.
go back to reference Cipriani C, Zaccone F, Micera S, Carrozza MC. On the Shared Control of an EMG-Controlled Prosthetic Hand: Analysis of User–Prosthesis Interaction. IEEE Trans Robot. 2008; 24(1):170–84. doi:10.1109/TRO.2007.910708.CrossRef Cipriani C, Zaccone F, Micera S, Carrozza MC. On the Shared Control of an EMG-Controlled Prosthetic Hand: Analysis of User–Prosthesis Interaction. IEEE Trans Robot. 2008; 24(1):170–84. doi:10.​1109/​TRO.​2007.​910708.CrossRef
30.
go back to reference Ninu A, Dosen S, Muceli S, Rattay F, Dietl H, Farina D. Closed Loop Control of Grasping With a Myoelectric Hand Prosthesis: Which Are the Relevant Feedback Variables for Force Control?IEEE Trans Neural Syst Rehabil Eng. 2014; 22(5):1041–1052. doi:10.1109/TNSRE.2014.2318431.CrossRefPubMed Ninu A, Dosen S, Muceli S, Rattay F, Dietl H, Farina D. Closed Loop Control of Grasping With a Myoelectric Hand Prosthesis: Which Are the Relevant Feedback Variables for Force Control?IEEE Trans Neural Syst Rehabil Eng. 2014; 22(5):1041–1052. doi:10.​1109/​TNSRE.​2014.​2318431.CrossRefPubMed
31.
go back to reference Johansson R, Westling G. Programmed and triggered actions to rapid load changes during precision grip. Exp Brain Res. 1988; 71(1):72–86.PubMed Johansson R, Westling G. Programmed and triggered actions to rapid load changes during precision grip. Exp Brain Res. 1988; 71(1):72–86.PubMed
36.
go back to reference Brown JD, Paek A, Syed M, Malley MKO, Shewokis PA, Contreras-vidal JL, et al. Haptic Feedback Improves Teleoperated Grasp and Lift Performance for Amputees and Non-amputees. 2013. Brown JD, Paek A, Syed M, Malley MKO, Shewokis PA, Contreras-vidal JL, et al. Haptic Feedback Improves Teleoperated Grasp and Lift Performance for Amputees and Non-amputees. 2013.
39.
go back to reference Johansson R, Westling G. Coordinated isometric muscle commands adequately and erroneously programmed for the weight during lifting task with precision grip. Exp Brain Res. 1988; 71(1):59–71.PubMed Johansson R, Westling G. Coordinated isometric muscle commands adequately and erroneously programmed for the weight during lifting task with precision grip. Exp Brain Res. 1988; 71(1):59–71.PubMed
40.
go back to reference Jenmalm P, Johansson RS. Visual and Somatosensory Information about Object Shape Control Manipulative Fingertip Forces. J Neurosci. 1997; 17(11):4486–499.PubMed Jenmalm P, Johansson RS. Visual and Somatosensory Information about Object Shape Control Manipulative Fingertip Forces. J Neurosci. 1997; 17(11):4486–499.PubMed
42.
go back to reference Johansson R, Cole K. Sensory-motor coordination during grasping and manipulative actions. Curr Opin Neurobiol. 1992; 2(6):815–23.CrossRefPubMed Johansson R, Cole K. Sensory-motor coordination during grasping and manipulative actions. Curr Opin Neurobiol. 1992; 2(6):815–23.CrossRefPubMed
43.
go back to reference Salimi I, Hollender I. Specificity of Internal Representations Underlying Grasping. J Neurophysiol. 2000; 84:2390–7.PubMed Salimi I, Hollender I. Specificity of Internal Representations Underlying Grasping. J Neurophysiol. 2000; 84:2390–7.PubMed
44.
Metadata
Title
An exploration of grip force regulation with a low-impedance myoelectric prosthesis featuring referred haptic feedback
Authors
Jeremy D. Brown
Andrew Paek
Mashaal Syed
Marcia K. O’Malley
Patricia A. Shewokis
Jose L. Contreras-Vidal
Alicia J. Davis
R. Brent Gillespie
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Journal of NeuroEngineering and Rehabilitation / Issue 1/2015
Electronic ISSN: 1743-0003
DOI
https://doi.org/10.1186/s12984-015-0098-1

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