$\require{mediawiki-texvc}$

연합인증

연합인증 가입 기관의 연구자들은 소속기관의 인증정보(ID와 암호)를 이용해 다른 대학, 연구기관, 서비스 공급자의 다양한 온라인 자원과 연구 데이터를 이용할 수 있습니다.

이는 여행자가 자국에서 발행 받은 여권으로 세계 각국을 자유롭게 여행할 수 있는 것과 같습니다.

연합인증으로 이용이 가능한 서비스는 NTIS, DataON, Edison, Kafe, Webinar 등이 있습니다.

한번의 인증절차만으로 연합인증 가입 서비스에 추가 로그인 없이 이용이 가능합니다.

다만, 연합인증을 위해서는 최초 1회만 인증 절차가 필요합니다. (회원이 아닐 경우 회원 가입이 필요합니다.)

연합인증 절차는 다음과 같습니다.

최초이용시에는
ScienceON에 로그인 → 연합인증 서비스 접속 → 로그인 (본인 확인 또는 회원가입) → 서비스 이용

그 이후에는
ScienceON 로그인 → 연합인증 서비스 접속 → 서비스 이용

연합인증을 활용하시면 KISTI가 제공하는 다양한 서비스를 편리하게 이용하실 수 있습니다.

Prediction of biceps muscle fatigue and force using electromyography signal analysis for repeated isokinetic dumbbell curl exercise

Journal of mechanical science and technology, v.30 no.11, 2016년, pp.5329 - 5336  

Hwang, Hyun-Jun (Department of Mechanical Engineering, Hanyang University) ,  Chung, Wan-Ho (Department of Mechanical Engineering, Hanyang University) ,  Song, Joo-Ho (Korea Institute of Sport Science) ,  Lim, Jong-Kwang (Agency for Defense Development) ,  Kim, Hak-Sung (Department of Mechanical Engineering, Hanyang University)

Abstract AI-Helper 아이콘AI-Helper

In this study, a new way to predict the muscle fatigue and force from Electromyography (EMG) signal for repeated isokinetic exercise is demonstrated. The relationship between cumulative biceps fatigue and EMG signal during repetitive dumbbell curl tasks with constant velocity was investigated with r...

주제어

참고문헌 (36)

  1. J. Physiol. D. G. Allen 536 657 2001 10.1111/j.1469-7793.2001.t01-1-00657.x D. G. Allen and H. Westerblad, Role of phosphate and calcium stores in muscle fatigue, J. Physiol., 536 (2001) 657-665. 

  2. J. Physiol. M. M. Lorist 545 313 2002 10.1113/jphysiol.2002.027938 M. M. Lorist, D. Kernell, T. F. Meijman and I. Zijdewind, Motor fatigue and cognitive task performance in humans, J. Physiol., 545 (2002) 313-319. 

  3. J. Electromyogr Kinesiol. L. A. C. Kallenberg 17 264 2007 10.1016/j.jelekin.2006.04.004 L. A. C. Kallenberg, E. Schulte, C. Disselhorst-Klug and H. J. Hermens, Myoelectric manifestations of fatigue at low contraction levels in subjects with and without chronic pain, J. Electromyogr Kinesiol., 17 (2007) 264-274. 

  4. Cell Metabolism E. S. Sarah 22 1 65 2015 10.1016/j.cmet.2015.06.003 E. S. Sarah, R. K. Timothy, R. G. Jessica, E. W. Kari, D. S. Robert, R. I. Olga, H. W. April, L. D. Karen, N. D. Michael, L. Lindeboom, P. Schrauwen, B. S-H. Vera and M. M. Deborah, Carnitine acetyltransferase mitigates metabolic inertia and muscle fatigue during exercise, Cell Metabolism, 22 (1) (2015) 65-76. 

  5. Muscle Nerve B. Bigland-Ritchie 7 691 1984 10.1002/mus.880070902 B. Bigland-Ritchie and J. J. Woods, Changes in muscle contractile properties and neural control during human muscular fatigue, Muscle Nerve, 7 (1984) 691-699. 

  6. J. Physiol. K. Søgaard 573 511 2006 10.1113/jphysiol.2005.103598 K. Søgaard, S. C. Gandevia, G. Todd, N. T. Petersen and J. L. Taylor, The effect of sustained low-intensity contractions on supraspinal fatigue in human elbow flexor muscles, J. Physiol., 573 (2006) 511-523. 

  7. R. Merletti 2004 10.1002/0471678384 Electromyography: Physiology, Engineering, and Noninvasive Applications R. Merletti and P. Parker, Electromyography: Physiology, Engineering, and Noninvasive Applications, John Wiley & Sons (2004). 

  8. Cognition and Emotion J. Graaff Van der 30 4 745 2016 10.1080/02699931.2015.1027665 J. Van der Graaff, W. Meeus, M. de Wied, A. van Boxtel, P. A. C. van Lier, H. M. Koot and S. Branje, Motor,affective and cognitive empathy in adolescence: Interrelations between facial electromyography and self-reported trait and state measures, Cognition and Emotion, 30 (4) (2016) 745-761. 

  9. Biomedical Signal Processing and Control E. Gokgoz 18 138 2015 10.1016/j.bspc.2014.12.005 E. Gokgoz and A. Subasi, Comparison of decision tree algorithms for EMG signal classification using DWT, Biomedical Signal Processing and Control, 18 (2015) 138-144. 

  10. D. A. Winter 2009 10.1002/9780470549148 Biomechanics and Motor Control of Human Movement D. A. Winter, Biomechanics and Motor Control of Human Movement, 4th Ed., John Wiley & Sons, Inc., Ontario (2009). 

  11. G. L. Soderberg 1992 Selected topics in surface electromyography for use in the occupational setting: Expert perspectives. rockville G. L. Soderberg, Selected topics in surface electromyography for use in the occupational setting: Expert perspectives. rockville, Md: US dept of health and human services, Public Health Service (1992) Publication No. 91-100. 

  12. J. Exp. Biol. A. C. Guimaraes 198 975 1995 10.1242/jeb.198.4.975 A. C. Guimaraes, W. Herzog, T. L. Allinger and Y. T. Zhang, The EMG-force relationship of the cat soleus muscle and its association with contractile conditions during locomotion, J. Exp. Biol., 198 (1995) 975-87. 

  13. W. Herzog 1994 EMG, Biomechanics of the musculo-skeletal system W. Herzog, A. C. S. Guimaraes and Y. T. Zhang, EMG, Biomechanics of the musculo-skeletal system, Toronto: John Wiley and Sons (1994). 

  14. J. Biomech. M. H. Sherif 16 691 1983 10.1016/0021-9290(83)90079-9 M. H. Sherif, R. J. Gregor, L. M. Liu, R. R. Roy and C. L. Hager, Correlation of myoelectric activity and muscle force during selected cat treadmill locomotion, J. Biomech., 16 (1983) 691-701. 

  15. Electroencephalogr. Clin. Neurophysiol V. T. Inman 4 187 1952 10.1016/0013-4694(52)90008-4 V. T. Inman, H. J. Ralston, J. B. Saunders, B. Feinstein and E. W. Wright, Relation of human electromyogram to muscular tension, Electroencephalogr. Clin. Neurophysiol, 4 (1952) 187-194. 

  16. Am. J. Phs. Med. H. A. DeVries 47 10 1968 H. A. DeVries, Efficiency of electrical activity as a physiological measure of the functional state of muscle tissue, Am. J. Phs. Med., 47 (1968) 10-22. 

  17. Ergonomics J. S. Petrofsky 25 3 213 1982 10.1080/00140138208924942 J. S. Petrofsky, R. M. Glaser, C. A. Phillips, A. R. Lind and C. Williams, Evaluation of the amplitude and frequency components of the surface EMG as an index of muscle fatigue, Ergonomics, 25 (3) (1982) 213-223. 

  18. J. Appl. Physiol. J. R. Potvin 82 1 144 1997 10.1152/jappl.1997.82.1.144 J. R. Potvin, Effect of muscle kinematics on surface EMG amplitude and frequency during fatiguing dynamic contractions, J. Appl. Physiol., 82 (1) (1997) 144-151. 

  19. Eur. J. Appl. Physiol. J. Duchene 61 1-2 81 1990 10.1007/BF00236698 J. Duchene and F. Goubel, EMG spectral shift as an indicator of fatigability in an heterogeneous muscle group, Eur. J. Appl. Physiol., 61 (1-2) (1990) 81-87. 

  20. Med. Sci. Sports Exerc. J. D. Gilliam 32 993 2000 10.1097/00005768-200005000-00017 J. D. Gilliam, C. Hohzon, D. Martin and M. H. Trimble, Effect of oral creatine supplementation on isokinetic torque production, Med. Sci. Sports Exerc., 32 (2000) 993-996. 

  21. J. Electromyogr Kinesiol. H. J. Hermens 10 361 2000 10.1016/S1050-6411(00)00027-4 H. J. Hermens, B. Freriks, C. Disselhorst-Klug and G. Rau, Development of recommendations for SEMG sensors and sensor placement procedures, J. Electromyogr Kinesiol., 10 (2000) 361-374. 

  22. Electronics & Electrical Engineering S. Thongpanja 19 3 1215 2013 S. Thongpanja, A. Phinyomark, P. Phukpattaranont and C. Limsakul, Mean and median frequency of EMG signal to determine muscle force based on time-dependent power spectrum, Electronics & Electrical Engineering, 19 (3) (2013) ISSN 1215-1392. 

  23. IEEE Journal of Biomedical and Health Informatics G. Biagetti 19 5 1672 2015 10.1109/JBHI.2014.2356340 G. Biagetti, P. Crippa, A. Curzi, S. Orcioni and C. Turchetti, Analysis of the EMG signal during cyclic movements using multicomponent AM-FM decomposition, IEEE Journal of Biomedical and Health Informatics, 19 (5) (2015) 1672-1681. 

  24. J. Basmajian 1985 Muscles Alive J. Basmajian and C. J. De Luca, Muscles Alive, 5th Ed., Williams and Wilkins, Baltimore (1985). 

  25. and contraction rate of the cineplastic human biceps, American Journal of Physical Medicine & Rehabilitation C. W. Heckathorne 60 1 1981 C. W. Heckathorne and D. S. Childress, Relationship of the surface electromyogram to the force,length,velocity, and contraction rate of the cineplastic human biceps, American Journal of Physical Medicine & Rehabilitation, 60 (1981) 1-19. 

  26. Spine P. J. Sparto 23 4 423 1998 10.1097/00007632-199802150-00003 P. J. Sparto, M. Parnianpour, W. S. Marras, K. P. Granata, T. E. Reinsel and S. Simon, Effect of electromyogram-force relationships and method of gain estimation on the prediction of an electromyogram-driven model of spinal loading, Spine, 23 (4) (1998) 423-429. 

  27. J. Electromyo Kinesiol. J. R. Potvin 7 131 1997 10.1016/S1050-6411(96)00025-9 J. R. Potvin and L. R. Bent, A validation of techniques using surface EMG signals from dynamic contractions to quantify muscle fatigue during repetitive tasks, J. Electromyo Kinesiol., 7 (1997) 131-139. 

  28. Physiol Rev. D. G. Allen 88 287 2008 10.1152/physrev.00015.2007 D. G. Allen, G. D. Lamb and H. Westerblad, Skeletal muscle fatigue: Cellular mechanisms, Physiol Rev., 88 (2008) 287-332. 

  29. J. Physiol. (Lond.) R. E. Burke 234 723 1973 10.1113/jphysiol.1973.sp010369 R. E. Burke, D. N. Levine, P. Tsairis and F. E. Zajac, Physiological types and histochemical profiles in motor units of the cat gastrocnemius, J. Physiol. (Lond.), 234 (1973) 723-748. 

  30. D. B. Chaffin 1999 Occupational Biomechanics D. B. Chaffin, G. B. J. Andersson and B. J. Martin, Occupational Biomechanics, 3rd Ed., John Wiley & Sons, Inc. (1999). 

  31. Electroencephalogr Clin Neurophysiol E. Kaiser 14 955 1962 E. Kaiser and I. Petersen, Frequency analysis of action potentials during tetanic contraction, Electroencephalogr Clin Neurophysiol, 14 (1962) 955. 

  32. Electromyography R. Kadefors 8 39 1968 R. Kadefors, E. Kaiser and I. Petersen, Dynamic spectrum analysis of myopotentials with special reference to muscle fatigue, Electromyography, 8 (1968) 39-74. 

  33. Neuroscience A. C. David 326 21 95 2016 A. C. David, D. Janini, A. Wyant, C. Bonnett, N. Varnerin, V. Sankarasubramanian, K. A. Potter-Baker, S. Roelle, X. Wang, V. Siemionow, G. H. Yue and E. B. Plow, Post-exercise depression following submaximal and maximal isometric voluntary contraction, Neuroscience, 326 (21) (2016) 95-104. 

  34. Electromyography L. Lindstrom 10 341 1970 L. Lindstrom, R. Magnusson and I. Petersen, Muscular fatigue and action potential conduction velocity changes studied with frequency analysis of EMG signals, Electromyography, 10 (1970) 341-356. 

  35. Am J. Physiol. J. Y. Mortimer 219 1324 1971 10.1152/ajplegacy.1970.219.5.1324 J. Y. Mortimer, R. Magnusson and I. Petersen, Conduction velocity in ischemic muscle: Effect on EMG frequency spectrum, Am J. Physiol., 219 (1971) 1324-1329. 

  36. L. Lindstrom 1981 Power spectra of myoelectric signals: Motor unit activity and muscle fatigue, Clinical Neurophysiology L. Lindstrom and I. Petersen, Power spectra of myoelectric signals: Motor unit activity and muscle fatigue, Clinical Neurophysiology, London, England, Butterworths Publishers (1981). 

섹션별 컨텐츠 바로가기

AI-Helper ※ AI-Helper는 오픈소스 모델을 사용합니다.

AI-Helper 아이콘
AI-Helper
안녕하세요, AI-Helper입니다. 좌측 "선택된 텍스트"에서 텍스트를 선택하여 요약, 번역, 용어설명을 실행하세요.
※ AI-Helper는 부적절한 답변을 할 수 있습니다.

선택된 텍스트

맨위로