Electromyography - A Reliable Technique for Muscle Activity Assessment

Authors

  • J. Hussain Faculty of Electronics and Computer Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia
  • K. Sundaraj Faculty of Electronics and Computer Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia
  • Y. F. Low Faculty of Electronics and Computer Engineering, Universiti Teknikal Malaysia Melaka (UTeM), Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia
  • C. K. Lam School of Mechatronic Engineering, Universiti Malaysia Perlis (UniMAP), Kampus Pauh Putra, 02600 Pauh, Perlis, Malaysia
  • Md. A. Ali Department of Software Engineering, Daffodil International University, Dhaka, Bangladesh

Keywords:

Electromyography, Muscle Activity, Activity Assessment,

Abstract

In recent years, many questions have been raised on the credibility of Electromyography (EMG) as a technique to evaluate muscle activity, particularly by sports and fitness community. This questioning goes farther when it comes to surface electromyography (sEMG). This paper covers an overview of EMG, addresses some basic concepts and provide rudiment for research. Muscle activity assessment through EMG has been reviewed in terms of the type of movements. There are few limitations to EMG but these confines are addressable. The problem rather lies in the interpretation and generalization of that data. Limitations are there in every technology, precautionary measures must be taken to avoid those while using it. Reservations about EMG have been summarized along with their responses. A few techniques to analyze EMG data, and possibilities to extrapolate and interpret, are also provided. Current perspectives and practical applications of EMG and sEMG are also part of this article.

References

S. E. P. M. Majchrzycki, "Surface Electromyography- A Review," Issue of Rehabil, Orthop, Neurophysiol Sport Promot - IRONS, 2014.

L. Wang, A. Lu, S. Zhang, W. Niu, F. Zheng, M. Gong, "Fatiguerelated electromyographic coherence and phase synchronization analysis between antagonistic elbow muscles," Exp Brain Res, vol. 233, 2015, pp. 971-982.

E. Chabran, B. Maton, A. Fourment, "Effects of postural muscle fatigue on the relation between segmental posture and movement," J Electromyogr Kinesiol, vol. 12, 2002, pp. 67-79.

M. Solomonow, C. Baten, J. Smit, R. Baratta, H. Hermens, R. D'Ambrosia, H. Shoji, "Electromyogram power spectra frequencies associated with motor unit recruitment strategies," J of Appl Physiol, vol. 68, 1990, pp. 1177-1185.

M. Ali, K. Sundaraj, R. B. Ahmad, N. U. Ahamed, M. Islam, S. Sundaraj, "Evaluation of repetitive isometric contractions on the heads of triceps brachii muscle during grip force exercise," Technology and Health Care, vol. 22, 2014, pp. 617-625.

J. V. Basmajian, "Control of individual motor units," Am J of Phys Med & Rehabil, vol. 46, 1967, pp. 480-486.

R. Merletti, D. Farina, M. Gazzoni, A. Merlo, "Surface electromyography: a window on the muscle, a glimpse on the central nervous system," Eur J of Phys and Rehabil Med, vol. 37, 2001, pp. 57-68.

J. R. Cram, "The history of surface electromyography," Appl Psychophysiol and Biofeedback, vol. 28, 2003, pp. 81-91.

J. Hussain, K. Sundaraj, Y. F. Low, C. K. Lam, S. Sundaraj, M. A. Ali, "A systematic review on fatigue analysis in triceps brachii using surface electromyography," Biomed. Signal Process. Control., (In Press) 2018.

J. Martin-Martin, A. I. Cuesta-Vargas, "A kinematic and electromyographic study of grip in extension in a clinical setting," Disabil and Rehabil: Assistive Technol, vol. 11, 2016, pp. 228-234.

I. Stirn, T. Jarm, V. Kapus, V. Strojnik, "Evaluation of muscle fatigue during 100-m front crawl," Eur J Appl Physiol, vol. 111, 2011, pp. 101-113.

N. U. Ahamed, K. Sundaraj, B. Ahmad, M. Rahman, M. A. Ali, M. A. Islam, "Surface electromyographic analysis of the biceps brachii muscle of cricket bowlers during bowling," Australasian physical & engineering sciences in medicine, vol. 37, 2014, pp. 83-95.

D. Farina, R. Merletti, R. M. Enoka, "The extraction of neural strategies from the surface EMG: an update," J of Appl Physiol, vol. 117, 2014, pp. 1215-1230.

N. U. Ahamed, K. Sundaraj, R. B. Ahmad, S. Nadarajah, P. T. Shi, S. M. Rahman, "Recent survey of automated rehabilitation systems using EMG biosensors," Journal of Physical Therapy Science, vol. 23, 2011, pp. 945-948.

M. Tavakoli, C. Benussi, J. L. Lourenco, "Single channel surface EMG control of advanced prosthetic hands: A simple, low cost and efficient approach," Expert Syst with Appl, vol. 79, 2017, pp. 322-332.

M. Poorjavad, S. Talebian, N. Nakhostin Ansari, Z. Soleymani, "Surface electromyographic assessment of swallowing function," Iranian J Med Sci, vol. 42, 2017, pp. 194-200.

J. Kim, E. Kim, S. Park, "Implementation of a sign language primitive framework using EMG and motion sensors," in 2016 IEEE 5th Glob Conf on Consumer Electron, GCCE 2016, 2016.

B. H. Olstad, J. R. Vaz, C. Zinner, J. M. Cabri, P.-L. Kjendlie, "Muscle coordination, activation and kinematics of world-class and elite breaststroke swimmers during submaximal and maximal efforts," J Sports Sci, vol. 35, 2017, pp. 1107-1117.

V. Pelleck, S. R. Passmore, "Location versus task relevance: The impact of differing internal focus of attention instructions on motor performance," Acta Psychol, vol. 176, 2017, pp. 23-31.

M. Jordanic, M. Rojas-Martínez, M. A. Mañanas, J. F. Alonso, "Spatial distribution of HD-EMG improves identification of task and force in patients with incomplete spinal cord injury," J Neuroeng Rehabil, vol. 13, 2016, pp. 41-52.

M. Al Harrach, S. Boudaoud, M. Hassan, F. Ayachi, D. Gamet, J. Grosset, F. Marin, "Denoising of HD-sEMG signals using canonical correlation analysis," Med & Biol Eng & Comput, 2016, pp. 1-14.

B. Su, S. Shirafuji, T. Oya, Y. Ogata, T. Funato, N. Yoshimura, L. Pion-Tonachini, S. Makeig, K. Seki, J. Ota, "Source separation and localization of individual superficial forearm extensor muscles using high-density surface electromyography," in Micro-NanoMechatron and Hum Sci (MHS), 2016 Int Symp on, 2016, pp. 1-7.

T. Brink-Elfegoun, S. Ratel, P.-M. Leprêtre, L. Metz, G. Ennequin, E. Doré, V. Martin, D. Bishop, N. Aubineau, J.-F. Lescuyer, "Effects of sports drinks on the maintenance of physical performance during 3 tennis matches: a randomized controlled study," J Int Soc of Sports Nutr, vol. 11, 2014, pp. 46-55.

E. L. Bostock, C. I. Morse, K. Winwood, I. Mcewan, G. Onambélé, "Omega-3 fatty acids and vitamin D in immobilisation: Part BModulation of muscle functional, vascular and activation profiles," The J Nutr, Health & Aging, 2016, pp. 1-8.

M. Ali, K. Sundaraj, R. B. Ahmad, N. U. Ahamed, M. Islam, S. Sundaraj, "Muscle fatigue in the three heads of the triceps brachii during a controlled forceful hand grip task with full elbow extension using surface electromyography," J Hum Kinet, vol. 46, 2015, pp. 69- 76.

T. R. Allen, R. L. Brookham, A. C. Cudlip, C. R. Dickerson, "Comparing surface and indwelling electromyographic signals of the supraspinatus and infraspinatus muscles during submaximal axial humeral rotation," J Electromyogr Kinesiol, vol. 23, 2013, pp. 1343- 1349.

B. S. Rajaratnam, J. C. Goh, V. P. Kumar, "A comparison of EMG signals from surface and fine-wire electrodes during shoulder abduction," Int J Phys Med & Rehabil, vol. 2014, 2014.

S. McGill, D. Juker, P. Kropf, "Appropriately placed surface EMG electrodes reflect deep muscle activity (psoas, quadratus lumborum, abdominal wall) in the lumbar spine," J of Biomech, vol. 29, 1996, pp. 1503-1507.

W. C. Jacobson, R. H. Gabel, R. A. Brand, "Surface vs. fine-wire electrode ensemble-averaged signals during gait," J Electromyogr Kinesiol, vol. 5, 1995, pp. 37-44.

A. I. Semciw, R. Neate, T. Pizzari, "A comparison of surface and fine wire EMG recordings of gluteus medius during selected maximum isometric voluntary contractions of the hip," J Electromyogr Kinesiol, vol. 24, 2014, pp. 835-840.

C. G. Burgar, F. J. Valero-Cuevas, V. R. Hentz, "Fine-wire electromyographic recording during force generation: Application to index finger kinesiologic studies1," Am J Phys Med & Rehabil, vol. 76, 1997, pp. 494-501.

T. Rudroff, D. Staudenmann, R. M. Enoka, "Electromyographic measures of muscle activation and changes in muscle architecture of human elbow flexors during fatiguing contractions," J Appl Physiol, vol. 104, 2008, pp. 1720-1726.

B. Harwood, D. Edwards, J. Jakobi, "Age-and sex-related differences in muscle activation for a discrete functional task," Eur J Appl Physiol, vol. 103, 2008, pp. 677-686.

N. Ahamed, K. Sundaraj, R. B. Ahmad, M. Rahman, A. Islam, A. Ali, "Non-invasive electromyography-based fatigue detection and performance analysis on m. biceps brachii muscle," in Control System, Computing and Engineering (ICCSCE), 2012 IEEE International Conference on, 2012, pp. 302-306.

N. U. Ahamed, K. Sundaraj, R. B. Ahmad, M. Rahman, A. Islam, A. Ali, "Analysis of the effect on electrode placement on an adolescent’s biceps brachii during muscle contractions using a wireless EMG sensor," J Phys Ther Sci, vol. 24, 2012, pp. 609-611.

N. U. Ahamed, K. Sundaraj, M. Alqahtani, O. Altwijri, M. Ali, M. Islam, "EMG-force relationship during static contraction: Effects on sensor placement locations on biceps brachii muscle," Technology and Health Care, vol. 22, 2014, pp. 505-513.

N. U. Ahamed, K. Sundaraj, B. Ahmad, M. Rahman, M. Ali, M. Islam, "Effects of anthropometric variables and electrode placement on the SEMG activity of the biceps brachii muscle during submaximal isometric contraction in arm wrestling," Biomedizinische Technik/Biomedical Engineering, vol. 58, 2013, pp. 475-488.

M. Ma, "MMG sensor for muscle activity detection–low cost design, implementation and experimentation," Master’s Thesis, Massey University, Palmerston North, New Zealand, 2009.

E. Anderson, C. Wybo, S. Bartol, "An analysis of agreement between MMG vs. EMG systems for identification of nerve location during spinal procedures," The Spine J, vol. 10, 2010, pp. S93-S94.

H. J. Hermens, B. Freriks, R. Merletti, D. Stegeman, J. Blok, G. Rau, C. Disselhorst-Klug, G. Hägg, "European recommendations for surface electromyography," Roessingh Res and Dev, vol. 8, 1999, pp. 13-54.

N. Alves, T. Chau, "Stationarity distributions of mechanomyogram signals from isometric contractions of extrinsic hand muscles during functional grasping," J Electromyogr Kinesiol, vol. 18, 2008, pp. 509- 515.

M. T. Tarata, "Mechanomyography versus electromyography, in monitoring the muscular fatigue," BioMed Eng OnLine, vol. 2, 2003.

L. Hackett, D. Reed, M. Halaki, K. A. Ginn, "Assessing the validity of surface electromyography for recording muscle activation patterns from serratus anterior," J Electromyogr Kinesiol, vol. 24, 2014, pp. 221-227.

N. U. Ahamed, K. Sundaraj, R. B. Ahmad, M. Rahman, A. Ali, A. Islam, "Electromyographic responses during elbow movement at two angles with voluntary contraction: Influences of muscle activity on upper arm biceps brachii," Research Journal of Applied Sciences, Engineering and Technology, vol. 4, 2012, pp. 4591-4595.

J. Fisher, J. Steele, D. Smith, "High- and low-load resistance training: Interpretation and practical application of current research findings," Sports Med, vol. 47, 2017, pp. 393-400.

M. V. Narici, G. Roi, L. Landoni, A. Minetti, P. Cerretelli, "Changes in force, cross-sectional area and neural activation during strength training and detraining of the human quadriceps," Eur J Appl Physiol and Occup Physiol, vol. 59, 1989, pp. 310-319.

R. H. Edwards, "Human muscle function and fatigue," Hum Muscle Fatigue: Physiol Mech, 1981, pp. 1-18.

J. Semmler, S. Ebert, J. Amarasena, "Eccentric muscle damage increases intermuscular coherence during a fatiguing isometric contraction," Acta Physiol, vol. 208, 2013, pp. 362-375.

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Published

2018-07-04

How to Cite

Hussain, J., Sundaraj, K., Low, Y. F., Lam, C. K., & Ali, M. A. (2018). Electromyography - A Reliable Technique for Muscle Activity Assessment. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), 10(2-6), 155–159. Retrieved from https://jtec.utem.edu.my/jtec/article/view/4388

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