MuscLab: A Flexible and Elastic e-Textile Band for Monitoring Muscle Contraction

被引:0
|
作者
Moreira, Luis [1 ]
Figueiredo, Joana [1 ,2 ]
Santos, Cristina P. [1 ,2 ,3 ]
机构
[1] Univ Minho, CMEMS, P-4800058 Guimaraes, Portugal
[2] Univ Minho, LABBELS Associate Lab, P-4800058 Guimaraes, Portugal
[3] Hosp Braga, 2CA Braga, P-4700099 Braga, Braga, Portugal
关键词
Muscles; Sensors; Textiles; Monitoring; Piezoresistance; Sensor systems; Strips; Inertial sensors; Anthropometry; Electromyography (EMG); e-textiles; muscle contraction; piezoresistive sensor; SENSORS;
D O I
10.1109/JSEN.2025.3535589
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Mecanomyographic (MMG) and force myography (FMG) sensors emerged as an alternative to electromyography (EMG) for monitoring muscle contraction without requiring the direct contact of the sensor with the user's skin. Nonetheless, most of the available sensors 1) require as many sensors as there are muscles to monitor, resulting in a time-consuming preparation for practical use and 2) present a nonelastic nature, entailing a customized design to the user's segment anthropometries. Thereby, we developed the MuscLab system, which uses e-textile (piezoresistive textile) sensors sewn onto a flexible and elastic textile band. It simultaneously monitors and discriminates muscle contractions across different muscle groups in individuals with a shank perimeter ranging from 33.5 to 48.7 cm. From a benchmark analysis involving ten non-disabled individuals, the MuscLab was able to 1) detect muscle contractions at different motion cadences, with an average delay of 135.8 +/- 78.0 ms and strong spearman correlation (0.78 +/- 0.08) regarding EMG signals of tibialis anterior (TA) and gastrocnemius lateralis (GALs) and 2) distinguish different levels of muscle contraction performed at different ankle joint angles (the average coefficient of determination of 0.92 +/- 0.10 and 0.89 +/- 0.16 for ankle dorsiflexion and plantar flexion movements, respectively). This research advances with new insights regarding the use of e-textiles in an elastic band for monitoring the multimuscle contraction of users with different anthropometries.
引用
收藏
页码:9478 / 9485
页数:8
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