EMG-based detection of inspiration in the rat diaphragm muscle

被引:0
|
作者
Dow, Douglas E. [1 ]
Mantilla, Carlos B. [1 ]
Zhan, Wen-Zhi [1 ]
Sieck, Gary C. [1 ]
机构
[1] Mayo Clin, Coll Med, Dept Physiol & Biomed Engn, Rochester, MN 55905 USA
关键词
D O I
暂无
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An algorithm to detect the timing of each breath from an electromyogram (EMG) signal was developed. The algorithm has low computation cost and would be suitable for applications of implantable diaphragm pacing devices or as a trigger for each breath generated by a mechanical ventilator. The algorithm was implemented both in a LabView program on a desktop computer and in a C program on a microcontroller chip, and was tested on the EMG signal from the left diaphragm muscle of an anesthetized rat via implanted electrodes. The breath detection by the algorithm was over 99% accurate when the anesthetized rat was lying still, but for periods when the rat was gently wiggled to introduce noise and irregular breathing patterns, 19% of the breaths were missed and false positives occurred 6% of the time.
引用
收藏
页码:2847 / +
页数:2
相关论文
共 50 条
  • [21] An EMG-based, muscle driven forward simulation of single support phase of gait
    Jonkers, I
    Spaepen, A
    Papaioannou, G
    Stewart, C
    [J]. JOURNAL OF BIOMECHANICS, 2002, 35 (05) : 609 - 619
  • [22] Compensation of the Effects of Muscle Fatigue on EMG-Based Control using Fuzzy Rules Based Scheme
    Lalitharatne, Thilina Dulantha
    Hayashi, Yoshiaki
    Teramoto, Kenbu
    Kiguchi, Kazuo
    [J]. 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 6949 - 6952
  • [23] Development and Assessment of an EMG-Based Exoskeleton System
    Lee, M. H.
    Son, J.
    Kim, J. Y.
    Kim, Y. H.
    [J]. 6TH WORLD CONGRESS OF BIOMECHANICS (WCB 2010), PTS 1-3, 2010, 31 : 648 - 650
  • [24] Surface EMG-based Profiling and Fatigue Analysis of the Biceps Brachii Muscle of Cricket Bowlers
    Rizwan, Muhammad
    Khan, Nadeem
    Ahmad, Rushda
    Ijaz, Muneeb
    [J]. BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS, 2021, : 192 - 199
  • [25] Evoked EMG-based torque prediction under muscle fatigue in implanted neural stimulation
    Hayashibe, Mitsuhiro
    Zhang, Qin
    Guiraud, David
    Fattal, Charles
    [J]. JOURNAL OF NEURAL ENGINEERING, 2011, 8 (06)
  • [26] 3D internal muscle activities imaging based on multichannel surface EMG recordings Surface EMG-based muscle activities imaging technqiue
    Zhang, Yingchun
    Timm, Gerald W.
    [J]. 2010 4TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING (ICBBE 2010), 2010,
  • [27] Assessment of Muscle Fatigue using a Probabilistic Framework for an EMG-based Robot Control Scenario
    Artemiadis, Panagiotis K.
    Kyriakopoulos, Kostas J.
    [J]. 8TH IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING, VOLS 1 AND 2, 2008, : 624 - 629
  • [28] EMG-based Human Machine Interface Control
    Patel, Aditya
    Ramsay, James
    Imtiaz, Mohammad
    Lu, Yufeng
    [J]. 2019 12TH INTERNATIONAL CONFERENCE ON HUMAN SYSTEM INTERACTION (HSI), 2019, : 127 - 131
  • [29] Feasibility of EMG-based control of shoulder muscle FNS via artificial neural network
    Kirsch, RF
    Parikh, PP
    Acosta, AM
    van der Helm, FCT
    [J]. PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 : 1293 - 1296
  • [30] BioSleeve: a Natural EMG-Based Interface for HRI
    Assad, Christopher
    Wolf, Michael
    Stoica, Adrian
    Theodoridis, Theodoros
    Glette, Kyrre
    [J]. PROCEEDINGS OF THE 8TH ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION (HRI 2013), 2013, : 69 - 70