DocumentCode
953584
Title
The Single Nerve Fiber Action Potential and the Filter Bank—A Modeling Approach
Author
Struijk, L.N.S. ; Akay, Metin ; Struijk, Lotte N S Andreasen
Author_Institution
Aalborg Univ., Aalborg
Volume
55
Issue
1
fYear
2008
Firstpage
372
Lastpage
375
Abstract
Single fiber action potentials (SFAPs) from peripheral nerves, such as recorded with cuff electrodes, can be modelled as the convolution of a source current and a weight function that describes the recording electrodes and the surrounding medium. It is shown that for cuff electrodes, the weight function is linearly scaled with the action potential (AP) velocity and that it is, therefore, possible to implement a model of the recorded SFAPs based on a wavelet multiresolution technique (filterbank), where the wavelet scale is proportional to the AP velocity. The model resulted in single fiber action potentials matching the results from other models with a goodness of fit exceeding 0.99. This formulation of the SFAP may serve as a basis for model-based wavelet analysis and for advanced cuff design.
Keywords
biomedical electrodes; filtering theory; neurophysiology; wavelet transforms; cuff electrodes; filter bank; peripheral nerves; single nerve fiber action potential; wavelet analysis; Biomedical monitoring; Biosensors; Blood pressure; Carotid arteries; Convolution; Electrodes; Feedback; Filter bank; Hysteresis; Magnetic sensors; Nerve fibers; Optical fiber sensors; Signal analysis; Signal processing; Signal resolution; Skin; Wavelet analysis; Cuff electrodes; cuff electrodes; filter bank; nerve signal; single fiber action potentials; wavelet; Action Potentials; Animals; Computer Simulation; Diagnosis, Computer-Assisted; Electrodiagnosis; Humans; Models, Neurological; Nerve Fibers; Neural Conduction;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2007.903518
Filename
4360070
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