A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions

Research output: Contribution to journalArticle

Abstract

Hand movement is controlled by a large number of muscles acting on multiple joints in the hand and forearm. In a forearm amputee the control of a hand prosthesis is traditionally depending on electromyography from the remaining forearm muscles. Technical improvements have made it possible to safely and routinely implant electrodes inside the muscles and record high-quality signals from individual muscles. In this study, we present a database of intramuscular EMG signals recorded with fine-wire electrodes alongside recordings of hand forces in an isometric setup and with the addition of spike-sorted metadata. Six forearm muscles were recorded from twelve able-bodied subjects and nine forearm muscles from two subjects. The fully automated recording protocol, based on command cues, comprised a variety of hand movements, including some requiring slowly increasing/decreasing force. The recorded data can be used to develop and test algorithms for control of a prosthetic hand. Assessment of the signals was done in both quantitative and qualitative manners.

Details

Authors
Organisations
External organisations
  • Skåne University Hospital
  • University of Essex
  • Sant’anna School Of Advanced Studies
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Medical Laboratory and Measurements Technologies
Original languageEnglish
Article number10
JournalScientific Data
Volume7
Issue number1
Publication statusPublished - 2020
Publication categoryResearch
Peer-reviewedYes