Tutorial. Surface EMG detection in space and time: Best practices

Journal of Electromyography and Kinesiology - Tập 49 - Trang 102363 - 2019
R. Merletti1, S. Muceli2,3
1LISiN, Dept. of Electronics and Telecommunications, Politecnico di Torino, Italy
2Division of Signal Processing and Biomedical Engineering, Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden
3Imperial College, London, UK

Tài liệu tham khảo

Afsharipour, 2019, Two-dimensional surface EMG: the effects of electrode size, interelectrode distance and image truncation, Biomed. Signal Process. Control, 49, 298, 10.1016/j.bspc.2018.12.001 Afsharipour, 2015, Amplitude indicators and spatial aliasing in high density surface electromyography recordings, Biomed. Signal Process. Control, 22, 170, 10.1016/j.bspc.2015.07.001 Barbero, 2012 Bareket, 2016, Temporary-tattoo for long-term high fidelity biopotential recordings, Sci. Rep., 6, 25727, 10.1038/srep25727 Besomi, 2019, Consensus for Experimental Design in Electromyography (CEDE) project: Electrode selection matrix, J. Electromyogr. Kinesiol., 48, 128, 10.1016/j.jelekin.2019.07.008 Cattarello, P., Soedirdjo, S.D.H., Afsharipour, B., Merletti, R., 2017. Effect of electrode size on amplitude estimation of HDsEMG maps. In: Converging Clinical and Engineering Research on Neurorehabilitation II. pp. 1013–1017. https://doi.org/10.1007/978-3-319-46669-9_164. Chi, 2010, Dry-contact and noncontact biopotential electrodes: methodological review, IEEE Rev. Biomed. Eng., 3, 106, 10.1109/RBME.2010.2084078 Clancy, 1999, Probability density of the surface electromyogram and its relation to amplitude detectors, IEEE Trans. Biomed. Eng., 46, 730, 10.1109/10.764949 De Luca, 2012, Inter-electrode spacing of surface EMG sensors: reduction of crosstalk contamination during voluntary contractions, J. Biomech., 45, 555, 10.1016/j.jbiomech.2011.11.010 De Luca, 1988, Surface myoelectric signal cross-talk among muscles of the leg, Electroencephalogr. Clin. Neurophysiol., 69, 568, 10.1016/0013-4694(88)90169-1 De Nooij, 2009, Evaluating the effect of electrode location on surface EMG amplitude of the m. erector spinae p. longissimus dorsi, J. Electromyogr. Kinesiol., 19, e257, 10.1016/j.jelekin.2008.03.013 Dimitrova, 1999, Effect of electrode dimensions on motor unit potentials, Med. Eng. Phys., 21, 479, 10.1016/S1350-4533(99)00069-7 Farina, 2003, Selectivity of spatial filters for surface EMG detection from the tibialis anterior muscle, IEEE Trans. Biomed. Eng., 50, 354, 10.1109/TBME.2003.808830 Farina, 2002, Influence of anatomical, physical, and detection-system parameters on surface EMG, Biol. Cybern., 86, 445, 10.1007/s00422-002-0309-2 Farina, 2001, A novel approach for precise simulation of the EMG signal detected by surface electrodes, IEEE Trans. Biomed. Eng., 48, 637, 10.1109/10.923782 Farina, 2001, Effect of electrode shape on spectral features of surface detected motor unit action potentials, Acta Physiol. Pharmacol. Bulg., 26, 63 Farina, 2002, Surface EMG crosstalk between knee extensor muscles: experimental and model results, Muscle Nerve, 26, 681, 10.1002/mus.10256 Farina, 2001, Effect of joint angle on EMG variables in leg and thigh muscles, IEEE Eng. Med. Biol. Mag., 20, 62, 10.1109/51.982277 Farina, 2004, A surface EMG generation model with multilayer cylindrical description of the volume conductor, IEEE Trans. Biomed. Eng., 51, 415, 10.1109/TBME.2003.820998 Fuglevand, 1992, Detection of motor unit action potentials with surface electrodes: influence of electrode size and spacing, Biol. Cybern., 67, 143, 10.1007/BF00201021 Gootzen, 1990 Griep, 1978, A study of the motor unit action potential by means of computer simulation, Biol. Cybern., 30, 221, 10.1007/BF00361043 Helal, 1992, The spatial integration effect of surface electrode detecting myoelectric signal, IEEE Trans. Biomed. Eng., 39, 1161, 10.1109/10.168695 Hermens, 2000, Development of recommendations for SEMG sensors and sensor placement procedures, J. Electromyogr. Kinesiol., 10, 361, 10.1016/S1050-6411(00)00027-4 Hermens, 1999 Lindstrom, 1977, Interpretation of myoelectric power spectra: a model and its applications, Proc. IEEE, 65, 653, 10.1109/PROC.1977.10544 Lowery, 2002, A multiple-layer finite-element model of the surface EMG signal, IEEE Trans. Biomed. Eng., 49, 446, 10.1109/10.995683 Lynn, 1978, Influence of electrode geometry on bipolar recordings of the surface electromyogram, Med. Biol. Eng. Comput., 16, 651, 10.1007/BF02442444 Malmivuo, 1995 Merletti, 2013, High density surface EMG technology, Converging Clinical and Engineering Research on, Neurorehabilitation, 1205 Merletti, 2016 Merletti, 2003, The linear electrode array: a useful tool with many applications, J. Electromyogr. Kinesiol., 13, 37, 10.1016/S1050-6411(02)00082-2 Merletti, 1999, Modeling of surface myoelectric signals - Part I: Model implementation, IEEE Trans. Biomed. Eng., 46, 810, 10.1109/10.771190 Merletti, 1999, Modeling of surface myoelectric signals - Part II Model-based signal interpretation, IEEE Trans. Biomed. Eng., 46, 821, 10.1109/10.771191 Mesin, 2018, Optimal spatio-temporal filter for the reduction of crosstalk in surface electromyogram, J. Neural Eng., 15, 10.1088/1741-2552/aa8f03 Mesin, 2004, Simulation of surface EMG signals generated by muscle tissues with inhomogeneity due to fiber pinnation, IEEE Trans. Biomed. Eng., 51, 1521, 10.1109/TBME.2004.827551 Mesin, 2009, Surface EMG: the issue of electrode location, J. Electromyogr. Kinesiol., 19, 719, 10.1016/j.jelekin.2008.07.006 Nazarpour, 2013, A note on the probability distribution function of the surface electromyogram signal, Brain Res. Bull., 90, 88, 10.1016/j.brainresbull.2012.09.012 Nishihara, 2010, Effect of position of electrodes relative to the innervation zone onsurface EMG, J. Med. Eng. Technol., 34, 141, 10.3109/03091900903480754 Rainoldi, 2004, A method for positioning electrodes during surface EMG recordings in lower limb muscles, J. Neurosci. Methods, 134, 37, 10.1016/j.jneumeth.2003.10.014 Rainoldi, 2000, Geometrical factors in surface EMG of the vastus medialis and lateralis muscles, J. Electromyogr. Kinesiol., 10, 327, 10.1016/S1050-6411(00)00024-9 Roeleveld, 1997, Volume conduction models for surface EMG; confrontation with measurements, J. Electromyogr. Kinesiol., 7, 221, 10.1016/S1050-6411(97)00009-6 Rosenfalck, 1969, Intra and extracellular fields of active nerve and muscle fibers. A physico-mathematical analysis of different models, Acta Physiol. Scand., 321, 1 Roy, 1986, Effects of electrode location on myoelectric conduction velocity and median frequency estimates, J. Appl. Physiol., 61, 1510, 10.1152/jappl.1986.61.4.1510 Searle, 2000, A direct comparison of wet, dry and insulating bioelectric recording electrodes, Physiol. Meas., 21, 271, 10.1088/0967-3334/21/2/307 Stegeman, 2000, Surface EMG models: properties and applications, J. Electromyogr. Kinesiol., 10, 313, 10.1016/S1050-6411(00)00023-7 Urbanek, 2016, iEMG: Imaging electromyography, J. Electromyogr. Kinesiol., 27, 1, 10.1016/j.jelekin.2016.01.001 Vieira, 2017, Specificity of surface EMG recordings for gastrocnemius during upright standing, Sci. Rep., 10.1038/s41598-017-13369-1