Journal of Textile Research ›› 2026, Vol. 47 ›› Issue (03): 148-155.doi: 10.13475/j.fzxb.20250902001

• Intelligent Health Monitoring Textiles • Previous Articles     Next Articles

Preparation and performance of knitted electrodes for electromyography monitoring

MA Shuangyu1, ZHANG Xinyu1, LI Hanyu1, GAO Shouwu2, LIU Hong1, TIAN Mingwei1, CHEN Fuxing1()   

  1. 1 College of Textiles and Clothing, Qingdao University, Qingdao, Shandong 266071, China
    2 State Key Laboratory of Bio-Fibers and Eco-Textiles, Qingdao University, Qingdao, Shandong 266071, China
  • Received:2025-09-08 Revised:2026-01-24 Online:2026-03-15 Published:2026-03-15
  • Contact: CHEN Fuxing E-mail:fxchen@qdu.edu.cn

Abstract:

Objective This research aims to develop electrode products with high comfort and stability suitable for long-term dynamic surface electromyography (sEMG) monitoring, and to address the limitations of conventional Ag/AgCl gel electrodes in prolonged and dynamic use.

Method Flexible textile electrodes in three sizes (2 cm×2 cm, 3 cm×3 cm, and 4 cm×4 cm) were fabricated by knitting a silver-plated polyamide yarn and a polyamide fiber-polyurethane elastic fiber coated yarn using localized jacquard technology. A systematic evaluation was conducted to assess their electrochemical impedance, skin-electrode contact performance, and sEMG signal quality under different load conditions, as well as their stability during seven days of continuous use under various wearing scenarios.

Results The electrode features a textured surface with a jacquard design to ensure close skin contact. Electrical impedance increased as frequency decreased (182.7 Ω at 10 Hz and 99 Ω at 500 Hz). Contact impedance was reduced by higher applied pressure and moistened skin (using 75% medical alcohol). A 3 cm × 3 cm dimension of the electrode exhibited optimal electromyographic performance, showing signal-to-noise ratios (SSNR) of 20.1 dB (no load) and 24.5 dB (3 kg load), root-mean-square values (RRMS) of 0.046 mV and 0.07 mV, and mean power frequencies (fMPF) of 182 Hz and 173 Hz, which were comparable to conventional Ag/AgCl gel electrodes. The signal remained stable during 40 h continuous wear, and no skin discomfort was reported after 7 d of use. In electromyography monitoring, the RRMS value increased from 0.05 mV to 0.07 mV, while the fMPF value decreased from 196 Hz to 179 Hz, consistent to gel electrodes.

Conclusion This study targets the need for comfortable and stable electrodes in long-term dynamic electromyography monitoring. Three sizes of silver-plated polyamide fiber knit electrodes, produced by a localized jacquard knitting process, were systematically evaluated for their electrochemical impedance, skin-electrode contact performance, signal quality under different loads, and long-term wear stability. Results show that the 3 cm × 3 cm electrode delivered the best overall performance. Its electromyographic signal metrics, including signal-to-noise ratio, root-mean-square amplitude, and mean power frequency, were comparable to those of conventional Ag/AgCl gel electrodes, while also offering superior wearing comfort, biocompatibility, and mechanical durability. Thus, the proposed electrode meets the requirements for long-term dynamic monitoring and holds broad application potential in rehabilitation medicines, sports science, and smart wearable devices.

Key words: knitted electrode, electromyography monitoring, wearable electrode, silver-plated polyamide fiber yarn, polyamide fiber /polyurethane elastic fiber-covered yarn, dynamic monitoring, smart textiles

CLC Number: 

  • TS 935.1

Fig.1

Design and testing of knitted electrodes. (a) Size schematic of electrode; (b) Physical photo of electrode; (c) Test position of knitted electrode"

Fig.2

Alternating current impedance test device"

Fig.3

Electron micrographs of knitted electrode (×30). (a) Front; (b) Back"

Fig.4

Alternating current impedance of knitted electrode"

Fig.5

Skin-electrode contact impedance of knitted electrodes under skin dry and wet conditions (a) and under different pressures (b)"

Fig.6

sEMG test results of electrodes under different loads. (a) No load; (b) 3 kg loads"

Fig.7

SSNR test results for electrodes under different loads"

Fig.8

sEMG signal quality stability test results of electrodes. (a) 3# electrode for 40 h; (b) 0# electrodes for 40 h; (c) 3# electrode for 7 d"

Fig.9

Cyclic stability curve of 3# electrode"

Fig.10

Resistance change of 3# electrode for different washing time periods"

Fig.11

10-lift dumbbell biceps status under load monitored using 3# and 0# electrodes"

Fig.12

Changes in sEMG signal voltage values of biceps brachii muscle under different loads"

Fig.13

Time-domain comparison of sEMG signals acquired by knitted electrode and Ag/AgCl gel electrode"

[1] TONG F Y, WANG T, LI M, et al. Bioinspired tunable helical fiber-shaped strain sensor with sensing controllability for the rehabilitation of hemiplegic patients[J]. ACS Applied Materials & Interfaces, 2025, 17(3): 5165-5175.
[2] GÖLAÇ H, ATALLK G, GÜLAÇTL A, et al. Surface electromyographic activities of submental and infrahyoid muscles: comparisons based on residue, penetration and aspiration[J]. Journal of Oral Rehabilitation, 2025, 52(5): 616-623.
doi: 10.1111/joor.13934 pmid: 39861954
[3] TRAJDOS P. A noise-tolerant dual multi-classifier system with fuzzy model applied to the sEMG-based control of a bionic upper limb prosthesis[J]. Biomedical Signal Processing and Control, 2025, 104: 107441.
doi: 10.1016/j.bspc.2024.107441
[4] 石峻铭, 孟粉叶, 胡吉永. 长时连续稳定体表肌电监测织物干电极的研究进展[J]. 现代纺织技术, 2023, 31(3): 263-273.
SHI Junming, MENG Fenye, HU Jiyong. Research progress of fabric dry electrode for long time continuous and stable EMG monitoring on human skin[J]. Advanced Textile Technology, 2023, 31(3): 263-273.
[5] BEN OTHMAN G, KUMAR A A, BEN HASSINE F, et al. Sustainability and predictive accuracy evaluation of gel and embroidered electrodes for ECG monitoring[J]. Biomedical Signal Processing and Control, 2024, 96: 106632.
doi: 10.1016/j.bspc.2024.106632
[6] YOSHIMURA M, KURUMADANI H, ITO T, et al. Virtual reality-based myoelectric prosthetic control training: effects of action observation and motor imagery with visual feedback of electromyographic signals[J]. Prosthetics and Orthotics International, 2024, 49(4): 400-407.
doi: 10.1097/PXR.0000000000000392 pmid: 39692729
[7] LI X Y, ZHANG J M, DUAN H L. Enhanced sensitivity and versatile detection: dual-sized microsphere-type pressure sensors for soft robotics and wearable electronics[J]. ACS Applied Materials & Interfaces, 2025, 17(7): 11268-11277.
[8] OUYANG Z Q, SHEN C, WANG Y. Motion analysis for the evaluation of dynamic spasticity during walking: a systematic scoping review[J]. Multiple Sclerosis and Related Disorders, 2025, 94: 106273.
doi: 10.1016/j.msard.2025.106273
[9] DU G M, DING Z, GUO H, et al. Estimation of lower limb joint angles using sEMG signals and RGB-D camera[J]. Bioengineering, 2024, 11(10): 1026.
doi: 10.3390/bioengineering11101026
[10] GREIG T, JOPLING K, IRVING Z, et al. The influence of distance between the electrode and noise reduction buffer amplifiers in ECG monitoring using knitted electrodes[J]. E-Textiles 2023, 2024. DOI: 10.3390/engproc2023052020.
[11] WANG K D, MARGOLIS S, CHO J M, et al. Non-invasive detection of early-stage fatty liver disease via an on-skin impedance sensor and attention-based deep learning[J]. Advanced Science, 2024, 11(31): 2400596.
doi: 10.1002/advs.v11.31
[12] YUAN Y Y, LIU J H, DAI C Y, et al. Exploring pattern-specific components associated with hand gestures through different sEMG measures[J]. Journal of NeuroEngineering and Rehabilitation, 2024, 21(1): 233.
doi: 10.1186/s12984-024-01526-3 pmid: 39741272
[13] ZHANG X, ZHONG Y Q. A silver/silver chloride woven electrode with convex based on electrical impedance tomography[J]. The Journal of the Textile Institute, 2021, 112(7): 1067-1079.
doi: 10.1080/00405000.2020.1800926
[1] HE Yin, GUO Cheng, LIANG Wenjing, WEN Dehua, SU Jianjun, LIU Hao. Multifunctional sensors based on conjugate-spun silver-plated polyamide core-sheath yarns [J]. Journal of Textile Research, 2026, 47(03): 139-147.
[2] FENG Xiaoli, GONG Junyao, XIA Liangjun, XU Weilin. Research progress in magnetoelectric flexible sensors [J]. Journal of Textile Research, 2026, 47(03): 107-117.
[3] ZENG Yuan, GONG Chenyue, DONG Kai. Research progress on self-powered triboelectric textiles for smart health monitoring [J]. Journal of Textile Research, 2026, 47(03): 87-96.
[4] LUO Xiaotian, YAN Jing, HE Jun, KANG Weimin. Research progress in textile-based triboelectric nanogenerators for smart health monitoring [J]. Journal of Textile Research, 2026, 47(03): 97-106.
[5] ZHANG Ran, ZHU Shiling, WANG Dong, LIU Qiongzhen, LU Ying. Preparation and properties of bismuth sulfide/carbon nanotube/polyvinylidene fluoride composite temperature-sensing fibers [J]. Journal of Textile Research, 2026, 47(02): 18-25.
[6] HU Weilin, BAI Jie, LIU Dan, BAI Meng, LI Juan, LI Qizheng. Research progress in e-textiles based on machine learning model [J]. Journal of Textile Research, 2026, 47(01): 268-276.
[7] ZHANG Ningou, WANG Hailong, HU Xingyou, SUN Bin, YOU Chaoyu. Technological innovations and research progress in electroluminescent fibers [J]. Journal of Textile Research, 2026, 47(01): 250-258.
[8] JI Qiao, YU Qingyuan, ZHOU Aihui, MA Bomou, XU Jin, YUAN Jiugang. Research progress in application of bacterial cellulose composites [J]. Journal of Textile Research, 2025, 46(12): 243-250.
[9] WANG Liangyu, GAO Xiaohong, YU Caijiao, ZHANG Xueting, YANG Xuli. Preparation and sensing performance of reduced graphene oxide/copper nanoparticles conductive cotton fabrics [J]. Journal of Textile Research, 2025, 46(12): 181-187.
[10] ZHANG Fan, CAI Zaisheng, LIU Huijing, LU Shaofeng, HUANG Xuming. Preparation and properties of robust photochromic cotton fabrics via click chemistry [J]. Journal of Textile Research, 2025, 46(11): 196-202.
[11] FU Lin, QIAN Jianhua, SHAN Jiangyin, LIN Ling, WEI Mengrong, WENG Kexin, WU Xiaorui. Preparation and performance of silver nanowires/polyurethane nanofiber membrane flexible sensor [J]. Journal of Textile Research, 2025, 46(09): 74-83.
[12] LI Ruikai, LI Ruichang, ZHU Lin, LIU Xiangyang. System of seven-lead electrocardiogram monitoring based on graphene fabric electrodes [J]. Journal of Textile Research, 2022, 43(07): 149-154.
[13] WANG Chengcheng, GONG Xiaodan, WANG Zhen, MA Qunwang, ZHANG Liping, FU Shaohai. Preparation of binary thermochromic microcapsules and application in smart textiles [J]. Journal of Textile Research, 2022, 43(05): 38-42.
[14] XU Jin, YANG Pengcheng, XIAO Yuan, XU Guangshen. Visual measurement of key geometric parameters of droplet in circuit jet printing on fabric surface [J]. Journal of Textile Research, 2021, 42(07): 137-143.
[15] LIN Wenjun, MIAO Xuhong. Application research progress of optical fiber in luminescent fabrics [J]. Journal of Textile Research, 2021, 42(07): 169-174.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
No Suggested Reading articles found!