Title :
Processing signals from surface electrode arrays for noninvasive 3D mapping of muscle activity
Author :
Jesinger, Robert A. ; Stonick, Virginia L.
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Abstract :
This paper presents a new technique for reconstruction and imaging of volumetric neuromuscular activity using digital signal processing of multichannel surface potential recordings. We use magnetic resonance images to model anatomical structures with finite element analysis and to quantify material properties within the inhomogeneous volume. Time-frequency distributions of the multichannel EMG array data decompose the broadband source localization problem into a narrowband framework. Poisson´s equation is then solved using finite element methods coupled with signal processing estimation techniques to localize neuromuscular activity. This new imaging tool can be used to enhance clinical diagnosis of neuromuscular disorders and to improve understanding of human locomotion for biomechanics and robotics
Keywords :
array signal processing; biomechanics; biomedical NMR; electromyography; finite element analysis; medical signal processing; muscle; neurophysiology; Poisson´s equation; anatomical structures; biomechanics; broadband source localization problem; clinical diagnosis; digital signal processing; finite element analysis; human locomotion; inhomogeneous volume; magnetic resonance images; material properties; multichannel EMG array data; multichannel surface potential recordings; muscle activity; neuromuscular disorders; noninvasive 3D mapping; robotics; surface electrode arrays; time-frequency distributions; volumetric neuromuscular activity; Digital magnetic recording; Digital signal processing; Electrodes; Finite element methods; Image reconstruction; Magnetic resonance; Magnetic resonance imaging; Neuromuscular; Signal processing; Surface reconstruction;
Conference_Titel :
Digital Signal Processing Workshop, 1994., 1994 Sixth IEEE
Conference_Location :
Yosemite National Park, CA
Print_ISBN :
0-7803-1948-6
DOI :
10.1109/DSP.1994.379868