DocumentCode
2975756
Title
SVD analysis of dynamic properties for fatigue loaded intervertebral disc
Author
Rozana, Fara ; Malik, Aamir Saeed ; Wang, Jaw-Lin ; Parnianpour, Mohamad
Author_Institution
Dept. of Electr. & Electron. Eng., Univ. Teknol. PETRONAS, Tronoh, Malaysia
fYear
2011
fDate
21-24 Feb. 2011
Firstpage
32
Lastpage
36
Abstract
This paper uses singular value decomposition (SVD) for studying the dynamic properties of fatigue-loaded intervertebral disc. Previously, this problem had been addressed using mathematical models of using mass, spring and damper or based on poroelastic theory. This paper utilizes the signal processing approach and attempts to describe SVD based feature that can be an indicator for change in behavioral performance of the intervertebral disc warning the occurrence of temporary or permanent change in the structure or abnormality in behavior. The results are encouraging; however, further validation is required with more data.
Keywords
biomechanics; bone; data acquisition; fatigue; medical signal processing; orthopaedics; singular value decomposition; SVD analysis; behavioral performance; dynamic properties; fatigue; intervertebral disc; poroelastic theory; signal processing; Acceleration; Filtering; Finite element methods; Loading; Motion segmentation; Noise; Spine;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering (MECBME), 2011 1st Middle East Conference on
Conference_Location
Sharjah
Print_ISBN
978-1-4244-6998-7
Type
conf
DOI
10.1109/MECBME.2011.5752058
Filename
5752058
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