Identyfikatory
Warianty tytułu
Języki publikacji
Abstrakty
The aim of the study was to determine the effect of the muscle load and fatigue on the values of the parameters calculated on the basis of the time, frequency (Fourier transform) and time-frequency (wavelet transform) analysis of the EMG signal, for low levels of load. Fifteen young men took part in the study. The EMG signal was registered from right side biceps brachii (BB) and trapezius (TR) muscles in static conditions, at load 10%, 20% and 30% MVC (maximal voluntary contraction). On the basis of the analysis there were selected parameters sensitive to force (RMS) and parameters sensitive to fatigue but simultaneously insensitive to force (MPF – mean power frequency determined on the basis of Fourier transform, CMPFdb5 – mean power frequency determined on the basis of the wavelet transform). The results indicate that CMPFdb5 can show similar (muscle BB) or greater (muscle TR) sensitivity to fatigue than MPF. It can suggest that, for low levels of load, the wavelet transform parameters can be more effective in assessing muscle fatigue than the parameters based on the Fourier transform. The obtained results can allow for a more precise analysis of muscle fatigue at low levels of load. Further analysis for a greater number of muscles activated at low levels of load, with the usage of the parameters tested is desirable.
Słowa kluczowe
Czasopismo
Rocznik
Tom
Strony
31--39
Opis fizyczny
Bibliogr. 41 poz., rys., tab., wykr.
Twórcy
autor
- Central Institute for Labour Protection – National Research Institute, Department of Ergonomics, Warsaw, Poland
autor
- Central Institute for Labour Protection – National Research Institute, Department of Ergonomics, Warsaw, Poland
Bibliografia
- [1] MALIŃSKA M., BUGAJSKA J., The influence of occupational and non-occupational factors on the prevalence of musculoskeletal complaints in users of portable computers, Int. J. Occup. Saf. Ergon., 2010, 16(3), 337–343.
- [2] KAMIŃSKA J., ROMAN-LIU D., ZAGRAJEK T., BORKOWSKI P., Differences in lumbar spine load due to posture and upper limb external load, Int. J. Occup. Saf. Ergon., 2010, 16(4), 421–430.
- [3] DE LOOZE M., BOSCH T., VAN DIEËN J., Manifestations of shoulder fatigue in prolonged activities involving low-force contractions, Ergonomics, 2009, 52(4), 428–437.
- [4] FARINA D., ZENNARO D., POZZO M., MERLETTI R., LÄUBLI T., Single motor unit and spectral surface EMG analysis during low-force, sustained contractions of the upper trapezius muscle, Eur. J. Appl. Physiol., 2006, 96(2), 157–164.
- [5] VISSER B., VAN DIEËN J., Pathophysiology of upper extremity muscle disorders, J. Electromyogr. Kinesiol., 2006, 16(1), 1–16.
- [6] ROMAN-LIU D., KONARSKA M., Characteristics of power spectrum density function of EMG during muscle contraction below 30% MVC, J. Electromyogr. Kinesiol., 2009, 19(5), 864–874.
- [7] SOLNIK S., DEVITA P., GRZEGORCZYK K., KOZIATEK A., BOBER T., EMG frequency during isometric, submaximal activity: a statistical model for biceps brachii, Acta Bioeng. Biomech., 2010; 12(3), 21–28.
- [8] SOLNIK S., DEVITA P., RIDER P., LONG B., HORTOBÁGYI T., Teager–Kaiser Operator improves the accuracy of EMG onset detection independent of signal-to-noise ratio, Acta Bioeng. Biomech., 2008, 10(2), 65–68.
- [9] PISCIONE J., GAMET D., Effect of mechanical compression due to load carrying on shoulder muscle fatigue during sustained isometric arm abduction: an electromyographic study, Eur. J. Appl. Physiol., 2006, 97(5), 573–581.
- [10] BARTUZI P., TOKARSKI T., ROMAN-LIU D., The effect of the fatty tissue on EMG signal in young women, Acta Bioeng. Biomech., 2010, 12(2), 87–92.
- [11] TROIANO A., NADDEO F., SOSSO E., CAMAROTA G., MERLETTI R., MESIN L., Assessment of force and fatigue in isometric contractions of the upper trapezius muscle by surface EMG signal and perceived exertion scale, Gait Posture, 2008, 28(2), 179–186.
- [12] IOI H., KAWAKATSU M., NAKATA S., NAKASIMA A., COUNTS A.L., Mechanomyogram and electromyogram analyses during isometric contraction in human masseter muscle, Australian Orthodontic Journal, 2008, 24(2), 116–120.
- [13] DE LUCA C.J., The use of surface electromyography in biomechanics, J. Appl. Biomech., 1997, 13, 135–163.
- [14] GATES D.H., DINGWELL J.B., The effects of neuromuscular fatigue on task performance during repetitive goal-directed movements, Exp. Brain Res., 2008, 187(4), 573–585.
- [15] YAMADA E., KUSAKA T., ARIMA N., ISOBE K., YAMAMOTO T., ITOH S., Relationship between muscle oxygenation and electromyography activity during sustained isometric contraction, Clin. Physiol. Funct. Imag., 2008, 28(4), 216–221.
- [16] BARANDUN M., VON TSCHARNER V., MEULI-SIMMEN C., BOWEN V., VALDERRABANO V., Frequency and conduction velocity analysis of the abductor pollicis brevis muscle during early fatigue, J. Electromyogr. Kinesiol., 2009, 19(1), 65–74.
- [17] ROMAN-LIU D., TOKARSKI T., WÓJCIK K., Quantitative assessment of upper limb muscle fatigue depending on the conditions of repetitive task load, J. Electromyogr. Kinesiol., 2004, 14(6), 671–682.
- [18] SMITH J.L., MARTIN P.G., GANDEVIA S.C., TAYLOR J.L., Sustained contraction at very low forces produces prominent supraspinal fatigue in human elbow flexor muscles, J. Appl. Physiol., 2007, 103(2), 560-568.
- [19] BOSCH T., DE LOOZE M.P., KINGMA I., VISSER B., VAN DIEËN J.H., Electromyographical manifestations of muscle fatigue during different levels of simulated light manual assembly work, J. Electromyogr. Kinesiol., 2009, 19(4), 246–256.
- [20] DOHENY E.P., LOWERY M.M., FITZPATRICK D.P., O'MALLEY M.J., Effect of elbow joint angle on force-EMG relationships in human elbow flexor and extensor muscles, J. Electromyogr. Kinesiol., 2008, 18(5), 760–770.
- [21] CECHETTO A.D., PARKER P.A., SCOTT R.N., The effects of four time-varying factors on the mean frequency of a myoelectric signal, J. Electromyogr. Kinesiol., 2001, 11(5), 347–354.
- [22] LARIVIÈRE C., GAGNON D., GRAVEL D., ARSENAULT A.B., The assessment of back muscle capacity using intermittent static contractions, Part I – Validity and reliability of electromyographic indices of fatigue, J. Electromyogr. Kinesiol., 2008, 18(6), 1006–1019.
- [23] VON TSCHARNER V., Intensity analysis in time-frequency space of surface myoelectric signals by wavelets of specified resolution, J. Electromyogr. Kinesiol., 2000, 10(6), 433–445.
- [24] DAUBECHIES I., Ten Lectures on Wavelets, SIAM, Philadelphia, 1992.
- [25] SO R., CHAN K.M., SIU O., EMG power frequency spectrum shifts during repeated isokinetic knee and arm movements, Research Quarterly for Exercise and Sport, 2002, 73(1), 98–106.
- [26] FLANDERS M., Choosing a wavelet for single-trial EMG, J. Neurosci. Meth., 2002, 116(2), 165–177.
- [27] POPE M.H., ALEKSIEV A., PANAGIOTACOPULOS N.D., LEE J.S., WILDER D.G., FRIESEN K., STIELAU W., GOEL V.K., Evaluation of low back muscle surface EMG signals using wavelets, Clin. Biomech., 2000, 15(8), 567–573.
- [28] COOREVITS P., DANNEELS L., CAMBIER D., RAMON H., DRUYTS H., KARLSSON J.S., MOOR G.D., VANDERSTRAETEN G., Test-retest reliability of wavelet - and Fourier based EMG (instantaneous) median frequencies in the evaluation of back and hip muscle fatigue during isometric back extensions, J. Electromyogr. Kinesiol., 2008, 18(5), 798–806.
- [29] HOSTENS I., SEGHERS J., SPAEPEN A., RAMON H., Validation of the wavelet spectral estimation technique in Biceps Brachii and Brachioradialis fatigue assessment during prolonged lowlevel static and dynamic contractions, J. Electromyogr. Kinesiol., 2004, 14, 205–215.
- [30] FARINA D., MERLETTI R., INDINO B., NAZZARO M., POZZO M., Surface EMG crosstalk between knee extensor muscles: experimental and model results, Muscle Nerve, 2002, 26(5), 681–695.
- [31] ROY S.H., DE LUCA G., CHENG M.S., JOHANSSON A., GILMORE L.D., DE LUCA C.J., Electro-mechanical stability of surface EMG sensors, Med. Biol. Eng. Comput., 2007, 45(5), 447–457.
- [32] DE LUCA C.J., Surface electromyography: detection and recording, DelSys, Boston, 2002.
- [33] HERMENS H.J., FRERIKS B., DISSELHORST-KLUG C., RAU G., Development of recommendations for SEMG sensors and sensor placement procedures, J. Electromyogr. Kinesiol., 2000, 10(5), 361–374.
- [34] HERMENS H.J., FRERIKS B., MERLETTI R., HAGG G., STEGEMAN D., BLOK J. ET AL, EDITORS., SENIAM 8: European recommendations for surface electromyography, ISBN:90-75452-15-2: Roessingh Research and Development bv. 1999.
- [35[ PEROTTO A.O., Anatomic guide for the electromyographer – the limbs and trunk, 4th ed. Springfield, Illinois: Charles C Thomas. 2005.
- [36] WELCH P.D., The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms, IEEE Trans Audio Electroacoust, 1967, AU-15, 70–73.
- [37] HOSTENS I., RAMON H., Assessment of muscle fatigue in low level monotonous task performance during car driving, J. Electromyogr. Kinesiol., 2005, 15(3), 266–274.
- [38] ASTRÖM C., LINDKVIST M., BURSTRÖM L., SUNDELIN G., KARLSSON J.S., Changes in EMG activity in the upper trapezius muscle due to local vibration exposure, J. Electromyogr. Kinesiol., 2009, 19(3), 407–415.
- [39] HÄGG G.M., LUTTMANN A., JÄGER M., Methodologies for evaluating electromyographic field data in ergonomics, J. Electromyogr. Kinesiol., 2000, 10(5), 301–312.
- [40] DIMITROVA N.A., DIMITROV G.V., Interpretation of EMG changes with fatigue: facts, pitfalls and fallacies, J. Electromyogr. Kinesiol., 2003, 13(1), 13–36.
- [41] DA SILVA R.A., LARIVIÈRE C., ARSENAULT A.B., NADEAU S., PLAMONDON A., The comparison of wavelet- and Fourierbased electromyographic indices of back muscle fatigue during dynamic contractions: validity and reliability results, Electromyogr. Clin. Neurophysiol., 2008, 48(3–4), 147–162.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-476e228f-9823-4405-a8c9-63daf1db95c9