Combining Bioimpedance and EMG Measurements for Reliable Muscle Contraction Detection

被引:40
|
作者
Kusche, Roman [1 ]
Ryschka, Martin [1 ]
机构
[1] Luebeck Univ Appl Sci, LME, D-23562 Lubeck, Germany
关键词
Bioimpedance measurements; electrode-skin contact; electromyography; human-computer interaction; I/Q-demodulation; motion artifacts; multi-channel; muscle contractions; prosthesis control; CURRENT STATE; ELECTRODES; IMPEDANCE;
D O I
10.1109/JSEN.2019.2936171
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
Muscle contractions are commonly detected by performing EMG measurements. The major disadvantage of this technique is that mechanical disturbances to the electrodes are in the same frequency and magnitude range as the desired signal. In this work we propose an approach and a realized measurement system to combine EMG and bioimpedance measurements for higher reliabilities of muscle contraction detections. Methods: We propose the development of a modular four-channel measurement system, whereat each channel is capable of acquiring EMG, the bioimpedance magnitude and phase, simultaneously. The modules are synchronized by an additional interface board, which communicates with a PC. A graphical user interface enables to control the bioimpedance excitation current in a range from 100 mu A to 1 mA in a frequency range from 50 kHz to 333 kHz. Results: A system characterization demonstrated that bioimpedance magnitude changes of less than 250 ppm and phase changes below 0.05 degrees can be detected reliably. Measurements from a subject have shown the timing relationship between EMG and bioimpedance signals as well as their robustness against mechanical disturbances. A measurement of five exemplary hand gestures has demonstrated the increase of usable information for detecting muscle contractions. Conclusion: Bioimpedance measurements of muscles provide useful information about contractions. Furthermore, the usage of a known high-frequency excitation current enables a reliable differentiation between the actual information and disturbances. Significance: By combining EMG and bioimpedance measurements, muscle contractions can be detected much more reliably. This setup can be adopted to prostheses and many other human-computer interfaces.
引用
收藏
页码:11687 / 11696
页数:10
相关论文
共 50 条
  • [41] DIFFERENTIAL EMG ACTIVITY IN SUBJECTS WITH MUSCLE-CONTRACTION HEADACHES RELATED TO MENTAL EFFORT
    VANBOXTEL, A
    VANDERVEN, JR
    HEADACHE, 1978, 17 (06): : 233 - 237
  • [42] EMG sensor location: Does it influence the ability to detect differences in muscle contraction conditions?
    Mercer, JA
    Bezodis, N
    DeLion, D
    Zachry, T
    Rubley, MD
    JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2006, 16 (02) : 198 - 204
  • [43] SIGNAL TO NOISE RATIO OF FILTERED ELECTROMYOGRAPHIC SIGNAL (EMG) IN ISOMETRIC MUSCLE-CONTRACTION
    FERRAIOLI, A
    BIOMEDIZINISCHE TECHNIK, 1977, 22 (04): : 86 - 92
  • [44] MODIFICATION OF COMBINED MIGRAINE-MUSCLE CONTRACTION HEADACHES USING BVP AND EMG FEEDBACK
    STURGIS, ET
    TOLLISON, CD
    ADAMS, HE
    JOURNAL OF APPLIED BEHAVIOR ANALYSIS, 1978, 11 (02) : 215 - 223
  • [45] ISOMETRIC CONTRACTION, BLOOD-FLOW AND EMG FREQUENCY-SPECTRUM OF THE MASSETER MUSCLE
    MONTEIRO, AA
    KOPP, S
    SWEDISH DENTAL JOURNAL, 1987, 11 (06) : 295 - 295
  • [46] Age Related Differences in the Surface EMG Signals on Adolescent's Muscle during Contraction
    Ahamed, Nizam Uddin
    Taha, Zahari
    Alqahtani, Mahdi
    Altwijri, Omar
    Rahman, Matiur
    Deboucha, Abdelhakim
    2ND INTERNATIONAL MANUFACTURING ENGINEERING CONFERENCE AND 3RD ASIA-PACIFIC CONFERENCE ON MANUFACTURING SYSTEMS (IMEC-APCOMS 2015), 2016, 114
  • [47] ABSOLUTE AND PROPORTIONAL RESTING EMG LEVELS IN MUSCLE-CONTRACTION AND MIGRAINE HEADACHE PATIENTS
    VANBOXTEL, A
    GOUDSWAARD, P
    JANSSEN, K
    HEADACHE, 1983, 23 (05): : 215 - 222
  • [48] EMG INTERFERENCE PATTERN-ANALYSIS OF MUSCLE FATIGUE DURING SUSTAINED ISOMETRIC CONTRACTION
    GILAI, A
    BALKIN, J
    MUSCLE & NERVE, 1986, 9 (05) : 250 - 250
  • [49] Gender differences in skeletal muscle fatigability are related to contraction type and EMG spectral compression
    Clark, BC
    Manini, TM
    Thé, DJ
    Doldo, NA
    Ploutz-Snyder, LL
    JOURNAL OF APPLIED PHYSIOLOGY, 2003, 94 (06) : 2263 - 2272
  • [50] Rapid Drought Stress Detection in Plants Using Bioimpedance Measurements and Analysis
    Reynolds, James
    Taggart, Matt
    Martin, Devon
    Lobaton, Edgar
    Cardoso, Amanda
    Daniele, Michael
    Bozkurt, Alper
    IEEE Transactions on AgriFood Electronics, 2023, 1 (02): : 135 - 144