DocumentCode
2395273
Title
A simple filter circuit for denoising biomechanical impact signals
Author
Subramaniam, Suba R. ; Georgakis, Apostolos
Author_Institution
Div. of Eng., King´´s Coll. London, London, UK
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
6938
Lastpage
6941
Abstract
We present a simple scheme for denoising non-stationary biomechanical signals with the aim of accurately estimating their second derivative (acceleration). The method is based on filtering in fractional Fourier domains using well-known low-pass filters in a way that amounts to a time-varying cut-off threshold. The resulting algorithm is linear and its design is facilitated by the relationship between the fractional Fourier transform and joint time-frequency representations. The implemented filter circuit employs only three low-order filters while its efficiency is further supported by the low computational complexity of the fractional Fourier transform. The results demonstrate that the proposed method can denoise the signals effectively and is more robust against noise as compared to conventional low-pass filters.
Keywords
Fourier transforms; acceleration; biomechanics; computational complexity; low-pass filters; medical signal processing; signal denoising; acceleration; computational complexity; fractional Fourier transform; joint time-frequency representation; low-pass filters; nonstationary biomechanical signals; signal denoising; time-varying cut-off threshold; Acceleration; Algorithms; Biomechanics; Biomedical Engineering; Fourier Analysis; Humans; Movement; Signal Processing, Computer-Assisted;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5333637
Filename
5333637
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