纺织学报 ›› 2026, Vol. 47 ›› Issue (03): 148-155.doi: 10.13475/j.fzxb.20250902001

• 智能健康监测纺织品 • 上一篇    下一篇

用于肌肉疲劳监测的针织电极制备及其性能

马爽瑜1, 张欣宇1, 李涵宇1, 高守武2, 刘红1, 田明伟1, 陈富星1()   

  1. 1 青岛大学 纺织服装学院, 山东 青岛 266071
    2 青岛大学 生物多糖纤维成形与生态纺织国家重点实验室, 山东 青岛 266071
  • 收稿日期:2025-09-08 修回日期:2026-01-24 出版日期:2026-03-15 发布日期:2026-03-15
  • 通讯作者: 陈富星(1987—),女,副教授。主要研究方向为针织技术、智能电子纺织品。E-mail: fxchen@qdu.edu.cn
  • 作者简介:马爽瑜(2004—),女,本科生。主要研究方向为智能可穿戴纺织品与柔性电子器件。
  • 基金资助:
    国家自然科学基金项目(52473307);国家自然科学基金项目(62301290);山东省自然科学基金项目(ZR2023YQ037);青岛大学“系统+”学科集群跨学科联合攻关项目(XT2024202);青岛大学大学生创新创业训练计划项目(202511065011)

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 Published:2026-03-15 Online:2026-03-15

摘要:

为开发适用于长期动态肌电监测的高舒适性、高稳定性电极产品,研究设计并制备了一种基于针织工艺的柔性纺织电极。采用镀银锦纶纱作为导电材料,锦纶/氨纶包覆纱作为基底材料,通过局部提花技术制备了3种不同尺寸(2 cm×2 cm、3 cm×3 cm、4 cm×4 cm)的针织电极。系统评估了电极的电化学阻抗特性、皮肤-电极接触性能、不同负荷条件下的肌电信号质量以及连续7 d佩戴稳定性。结果表明,3 cm×3 cm电极表现出最优的综合性能,在不同负荷条件下均能保持较高的信噪比和信号稳定性,其性能指标与传统Ag/AgCl凝胶电极相当,同时具有更优异的生物相容性、佩戴舒适性和机械耐久性,能够有效抑制运动伪影,满足动态监测需求。本研究开发的针织电极为解决长期肌电监测中的舒适性与稳定性问题提供了参考,在康复医疗、运动科学及智能可穿戴设备等领域具有广阔的应用前景。

关键词: 针织电极, 肌电监测, 可穿戴电极, 镀银锦纶纱, 锦纶/氨纶包覆纱, 动态监测, 智能纺织品

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

中图分类号: 

  • TS 935.1

图1

针织电极的设计与测试"

图2

交流阻抗测试装置"

图3

针织电极的电镜照片(×30)"

图4

针织电极的交流阻抗"

图5

针织电极在干湿状态和不同压力下的皮肤-电极接触阻抗"

图6

不同负荷下电极的sEMG测试结果"

图7

不同负荷下电极的SSNR测试结果"

图8

表面肌电电极信号质量稳定性测试结果"

图9

3#电极的拉伸循环稳定性曲线"

图10

3#电极在不同洗涤时间下的电阻变化图"

图11

使用3#和0#电极监测的负荷下10次举哑铃肱二头肌状态"

图12

不同负荷下肱二头肌sEMG信号电压值变化"

图13

针织电极与Ag/AgCl凝胶电极采集的sEMG信号时域对比"

[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
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