Measuring Surface Electromyography with Textile Electrodes in a Smart Leg Sleeve

Sensors (Basel). 2024 Apr 26;24(9):2763. doi: 10.3390/s24092763.

Abstract

This paper presents the design, development, and validation of a novel e-textile leg sleeve for non-invasive Surface Electromyography (sEMG) monitoring. This wearable device incorporates e-textile sensors for sEMG signal acquisition from the lower limb muscles, specifically the anterior tibialis and lateral gastrocnemius. Validation was conducted by performing a comparative study with eleven healthy volunteers to evaluate the performance of the e-textile sleeve in acquiring sEMG signals compared to traditional Ag/AgCl electrodes. The results demonstrated strong agreement between the e-textile and conventional methods in measuring descriptive metrics of the signals, including area, power, mean, and root mean square. The paired data t-test did not reveal any statistically significant differences, and the Bland-Altman analysis indicated negligible bias between the measures recorded using the two methods. In addition, this study evaluated the wearability and comfort of the e-textile sleeve using the Comfort Rating Scale (CRS). Overall, the scores confirmed that the proposed device is highly wearable and comfortable, highlighting its suitability for everyday use in patient care.

Keywords: EMG; comfort assessment; comfort rating scale; e-textile; surface electromyography; textile-based electrode; wearable sensors.

MeSH terms

  • Adult
  • Electrodes*
  • Electromyography* / instrumentation
  • Electromyography* / methods
  • Female
  • Humans
  • Leg / physiology
  • Male
  • Muscle, Skeletal / physiology
  • Textiles*
  • Wearable Electronic Devices*

Grants and funding

This research was partially funded by APTIS—the Advanced Personalized Three-dimensional printed Sensorized orthosis project, granted by the Italian Ministry of Economic Development.