Extrinsic finger and thumb muscles command a virtual hand to allow individual finger and grasp control

Research output: Contribution to journalArticle

17 Citations (Scopus)

Abstract

Fine-wire intramuscular electrodes were used to obtain electromyogram (EMG) signals from six extrinsic hand muscles associated with the thumb, index, and middle fingers. Subjects' EMG activity was used to control a virtual three-degree-of-freedom (DOF) hand as they conformed the hand to a sequence of hand postures testing two controllers: direct EMG control and pattern recognition control. Subjects tested two conditions using each controller: starting the hand from a predefined neutral posture before each new posture and starting the hand from the previous posture in the sequence. Subjects demonstrated their abilities to simultaneously, yet individually, move all three DOFs during the direct EMG control trials; however, results showed subjects did not often utilize this feature. Performance metrics such as failure rate and completion time showed no significant difference between the two controllers.

Original languageEnglish (US)
Article number6868969
Pages (from-to)218-226
Number of pages9
JournalIEEE Transactions on Biomedical Engineering
Volume62
Issue number1
DOIs
StatePublished - Jan 1 2015

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Muscle
Controllers
Pattern recognition
Wire
Electrodes
Testing

Keywords

  • Artificial hand
  • electromyogram (EMG)
  • hand control
  • prosthetics

ASJC Scopus subject areas

  • Biomedical Engineering

Cite this

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abstract = "Fine-wire intramuscular electrodes were used to obtain electromyogram (EMG) signals from six extrinsic hand muscles associated with the thumb, index, and middle fingers. Subjects' EMG activity was used to control a virtual three-degree-of-freedom (DOF) hand as they conformed the hand to a sequence of hand postures testing two controllers: direct EMG control and pattern recognition control. Subjects tested two conditions using each controller: starting the hand from a predefined neutral posture before each new posture and starting the hand from the previous posture in the sequence. Subjects demonstrated their abilities to simultaneously, yet individually, move all three DOFs during the direct EMG control trials; however, results showed subjects did not often utilize this feature. Performance metrics such as failure rate and completion time showed no significant difference between the two controllers.",
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