A versatile wearable sEMG recording system for long-term epileptic seizure monitoring

Annu Int Conf IEEE Eng Med Biol Soc. 2021 Nov:2021:7489-7492. doi: 10.1109/EMBC46164.2021.9629509.

Abstract

Surface electromyography (sEMG) can be used to detect motor epileptic seizures non-invasively. For clinical use, a compact-size, user-friendly, safe and accurate sEMG measurement system can be worn by epileptic patients to detect and characterize a seizure. Such devices must be small, wireless, power-efficient minimally invasive and robust to avoid movement artefacts, friction, and slipping of the electrode, which can compromise data integrity and/or generate false positives or false negatives. This paper presents a highly versatile device that can be worn in different locations on the body to capture sEMG signals in a freely moving user without movement artefact. The system can be safely worn on the body for several hours to capture sEMG from wet Ag/AgCl electrodes, while sEMG data is wirelessly transmitted to a host computer within a range of 20 m. We demonstrate the versatility of our sensor by recording sEMG from five different body locations in a freely moving volunteer. Then, simulated seizure data was captured while the device was placed on the extensor carpi ulnaris. We show that sEMG bursts were successfully recorded to characterize the seizure afterward. The presented sensor prototype is small (5 cm x 3.5 cm x 1 cm), lightweight (46 g), and has an autonomy of 12 hrs from a small 110-mAh battery.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Electromyography
  • Humans
  • Monitoring, Physiologic
  • Movement
  • Seizures* / diagnosis
  • Wearable Electronic Devices*

Grants and funding