Filtering the surface EMG signal: Movement artifact and baseline noise contamination

被引:937
作者
De Luca, Carlo J. [1 ,2 ]
Gilmore, L. Donald [1 ]
Kuznetsov, Mikhail [1 ]
Roy, Serge H. [1 ]
机构
[1] Boston Univ, Neuromuscular Res Ctr, Boston, MA 02215 USA
[2] Delsys Inc, Boston, MA USA
关键词
EMG signal; Movement artifact; Baseline noise; Filtering; MUSCLE;
D O I
10.1016/j.jbiomech.2010.01.027
中图分类号
Q6 [生物物理学];
学科分类号
071011 [生物物理学];
摘要
The surface electromyographic (sEMG) signal that originates in the muscle is inevitably contaminated by various noise signals or artifacts that originate at the skin-electrode interface, in the electronics that amplifies the signals, and in external sources. Modern technology is substantially immune to some of these noises, but not to the baseline noise and the movement artifact noise. These noise sources have frequency spectra that contaminate the low-frequency part of the sEMG frequency spectrum. There are many factors which must be taken into consideration when determining the appropriate filter specifications to remove these artifacts: they include the muscle tested and type of contraction, the sensor configuration, and specific noise source. The band-pass determination is always a compromise between (a) reducing noise and artifact contamination, and (b) preserving the desired information from the sEMG signal. This study was designed to investigate the effects of mechanical perturbations and noise that are typically encountered during sEMG recordings in clinical and related applications. The analysis established the relationship between the attenuation rates of the movement artifact and the sEMG signal as a function of the filter band pass. When this relationship is combined with other considerations related to the informational content of the signal, the signal distortion of filters, and the kinds of artifacts evaluated in this study, a Butterworth filter with a corner frequency of 20 Hz and a slope of 12 dB/oct is recommended for general use. The results of this study are relevant to biomechanical and clinical applications where the measurements of body dynamics and kinematics may include artifact sources. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1573 / 1579
页数:7
相关论文
共 17 条
[1]
Firing rates of motor units in human vastus lateralis muscle during fatiguing isometric contractions [J].
Adam, A ;
De Luca, CJ .
JOURNAL OF APPLIED PHYSIOLOGY, 2005, 99 (01) :268-280
[2]
[Anonymous], 1998, PROC 3 GEN SENIAM WO
[3]
Basmajian J., 1985, MUSCLES ALIVE, V5
[4]
Electrode shift and normalization reduce the innervation zone's influence on EMG [J].
Beck, Travis W. ;
Housh, Terry J. ;
Cramer, Joel T. ;
Malek, Moh H. ;
Mielke, Michelle ;
Hendrix, Russell ;
Weir, Joseph P. .
MEDICINE AND SCIENCE IN SPORTS AND EXERCISE, 2008, 40 (07) :1314-1322
[5]
The use of surface electromyography in biomechanics [J].
De Luca, CJ .
JOURNAL OF APPLIED BIOMECHANICS, 1997, 13 (02) :135-163
[6]
SURFACE ELECTROMYOGRAM POWER SPECTRUM IN HUMAN QUADRICEPS MUSCLE DURING INCREMENTAL EXERCISE [J].
GAMET, D ;
DUCHENE, J ;
GARAPONBAR, C ;
GOUBEL, F .
JOURNAL OF APPLIED PHYSIOLOGY, 1993, 74 (06) :2704-2710
[7]
Investigation into the origin of the noise of surface electrodes [J].
Huigen, E ;
Peper, A ;
Grimbergen, CA .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2002, 40 (03) :332-338
[8]
LEFEVER R, 1976, P 29 ACEMB, P56
[9]
LINDSTROM LR, 1970, ELECTROMYOGRAPHY, V4, P3341
[10]
Merletti R., 1999, J ELECTROMYOGR KINES, V9, P1