DocumentCode
319837
Title
Estimation of conduction velocity distribution in human nerve trunks with generalized POCS method
Author
Honda, Satoshi ; Tornita, Y. ; Suzuki, Takuji
Author_Institution
Fac. of Sci. & Technol., Keio Univ., Japan
Volume
4
fYear
1996
fDate
31 Oct-3 Nov 1996
Firstpage
1764
Abstract
With a generalized method of projections onto convex sets (g-POCS), a distribution of peripheral nerve conduction velocities and a single fiber action potential are deconvolved from two compound action potentials, which are evoked at two stimulating sites, and observed with a surface electrode. The iterative estimation procedure consists of alternating projections of each least square solution onto corresponding constraint set; a non-negative distribution with finite support and a single fiber action potential with finite duration are assumed. The proposed method is applied to measure the distribution of the conduction velocities, and compared with the collision method, resulting high correlation. The method is also applied to measure the distribution of the sensory nerve conduction velocities. The useful information about the peripheral nerve can be obtained by the present method and the application to the clinical field is expected
Keywords
bioelectric potentials; iterative methods; medical signal processing; neurophysiology; velocity measurement; clinical field; collision method; compound action potentials; conduction velocity distribution estimation; constraint set; generalized POCS method; generalized method of projections onto convex sets; human nerve trunks; iterative estimation procedure; least square solution; nonnegative distribution; peripheral neuropathies diagnosis; single fiber action potential; surface electrode; Delay; Diseases; Electrodes; Humans; Integral equations; Inverse problems; Iterative methods; Mathematical model; Optical fiber sensors; Velocity measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE
Conference_Location
Amsterdam
Print_ISBN
0-7803-3811-1
Type
conf
DOI
10.1109/IEMBS.1996.647651
Filename
647651
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