Crosstalk in surface electromyogram: literature review and some insights

被引:38
作者
Mesin, Luca [1 ]
机构
[1] Politecn Torino, Math Biol & Physiol, Dept Elect & Telecommun, Turin, Italy
关键词
Surface EMG; Crosstalk; Spatial filter; Inverse problem; Source localization; MULTILAYER VOLUME CONDUCTOR; FINITE-ELEMENT MODEL; EMG CROSSTALK; MUSCLE; SIMULATION; SEPARATION; SIGNALS; SELECTIVITY; TALK; RECORDINGS;
D O I
10.1007/s13246-020-00868-1
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Surface electromyogram (EMG) has a relatively large pick-up volume, reflecting the activity of muscle tissue placed quite far from the electrodes. This could be beneficial when the global muscle activity is of interest, but it is a limitation when selective information is needed. The EMG from muscles that are neighbors of the one of interest is called crosstalk. Its interpretation, identification, quantification and removal have been the objectives of many works in the literature. However, it is still considered as an open problem, with effects that are difficult to predict. In this paper, the problem of crosstalk is discussed and the main literature is reviewed. Finally, a few recent techniques are introduced that are potentially relevant to quantify or reduce it.
引用
收藏
页码:481 / 492
页数:12
相关论文
共 66 条
[1]   Surface electromyography does not accurately reflect rectus femoris activity during gait: Impact of speed and crouch on vasti-to-rectus crosstalk [J].
Barr, K. Mitchell ;
Miller, Adam L. ;
Chapin, Krisanne Bothner .
GAIT & POSTURE, 2010, 32 (03) :363-368
[2]   A blind source separation technique using second-order statistics [J].
Belouchrani, A ;
AbedMeraim, K ;
Cardoso, JF ;
Moulines, E .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1997, 45 (02) :434-444
[3]   Effect of electrode location on EMG signal envelope in leg muscles during gait [J].
Campanini, I. ;
Merlo, A. ;
Degola, P. ;
Merletti, R. ;
Vezzosi, G. ;
Farina, D. .
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2007, 17 (04) :515-526
[4]   Inverse problem in the surface EMG: A feasibility study [J].
Chauvet, E ;
Fokapu, O ;
Gamet, D .
PROCEEDINGS OF THE 23RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4: BUILDING NEW BRIDGES AT THE FRONTIERS OF ENGINEERING AND MEDICINE, 2001, 23 :1048-1050
[5]   Inter-electrode spacing of surface EMG sensors: Reduction of crosstalk contamination during voluntary contractions [J].
De Luca, Carlo J. ;
Kuznetsov, Mikhail ;
Gilmore, L. Donald ;
Roy, Serge H. .
JOURNAL OF BIOMECHANICS, 2012, 45 (03) :555-561
[6]   SURFACE MYOELECTRIC SIGNAL CROSS-TALK AMONG MUSCLES OF THE LEG [J].
DE LUCA, CJ ;
MERLETTI, R .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1988, 69 (06) :568-575
[7]   Simulation analysis of the ability of different types of multi-electrodes to increase selectivity of detection and to reduce cross-talk [J].
Dimitrov, GV ;
Disselhorst-Klug, C ;
Dimitrova, NA ;
Schulte, E ;
Rau, G .
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2003, 13 (02) :125-138
[8]   Interpretation of EMG changes with fatigue: facts, pitfalls, and fallacies [J].
Dimitrova, NA ;
Dimitrov, GV .
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2003, 13 (01) :13-36
[9]   Neither high-pass filtering nor mathematical differentiation of the EMG signals can considerably reduce cross-talk [J].
Dimitrova, NA ;
Dimitrov, GV ;
Nikitin, OA .
JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY, 2002, 12 (04) :235-246
[10]   Improvement of spatial resolution in surface-EMG: A theoretical and experimental comparison of different spatial filters [J].
DisselhorstKlug, C ;
Silny, J ;
Rau, G .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1997, 44 (07) :567-574