DocumentCode :
2948335
Title :
An integrative model of the surface EMG in pathological tremor
Author :
Dideriksen, Jakob L. ; Farina, Dario
Author_Institution :
Dept. of Health Sci. & Technol., Aalborg Univ., Aalborg, Denmark
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
6083
Lastpage :
6086
Abstract :
A novel integrative model for simulating the surface EMG signal during pathological tremor is presented. The model combines neuromuscular elements, biomechanical descriptions, and surface EMG generation. First single motor unit spike trains are generated based on the sum of the simulated descending drive, afferent input and an oscillatory noise causing tremor. Based on this activity pattern, the muscle force is estimated, from which the limb movement is derived. The surface EMG is simulated as the sum of the surface action potentials generated by the active motor units. The model was able to simulate several features of tremor that have been previously observed experimentally, including the spectral characteristics of the surface EMG during tremor and the pattern of activity of single motor units.
Keywords :
biomechanics; electromyography; medical signal processing; neurophysiology; noise; physiological models; afferent input noise; biomechanical descriptions; integrative model; limb movement; muscle force; neuromuscular elements; oscillatory noise; pathological tremor; single motor unit spike trains; surface EMG; surface action potentials; Biological system modeling; Discharges; Electromyography; Force; Mathematical model; Muscles; Neurons; Electromyography; Humans; Models, Neurological; Surface Properties; Synapses; Tremor;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5627630
Filename :
5627630
Link To Document :
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