DocumentCode
2470671
Title
Comparison of system identification techniques in the analysis of a phantom for studying shaken-baby syndrome
Author
Lintern, Thomas O. ; Finch, Mark C. ; Taberner, Andrew J. ; Nielsen, Poul M F ; Nash, Martyn P.
Author_Institution
Auckland Bioeng. Inst., Univ. of Auckland, Auckland, New Zealand
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
1363
Lastpage
1366
Abstract
This article compares two techniques for estimating the parameters describing the motion of a phantom designed to investigate shaking baby syndrome. Parameters of a simple computational model and an impulse response function for a linear second order system were both fitted using kinematic measurements of the motion of an inverted jointed pendulum. From the two methods respectively, the rotational stiffness of the joint was calculated to be 1.396 kgm2s-2 and 1.355 kgm2s-2 and the damping coefficient was calculated to be 0.0142 kgm2s-1 and 0.0133 kgm2s-1. The parameter estimates were similar demonstrating that the two techniques were comparable. Identifying accurate parameters will allow more complex phantoms to be modeled, and will provide insight into the relationship between the shaking of the torso and the resultant head motion during shaken baby syndrome.
Keywords
biomechanics; biomedical measurement; bone; damping; elastic constants; kinematics; medical diagnostic computing; parameter estimation; phantoms; damping coefficient; head motion; impulse response function; inverted jointed pendulum; joint rotational stiffness; kinematic measurements; linear second order system; parameter estimation; phantom; shaken-baby syndrome; system identification techniques; torso shaking; Equations; Fitting; Joints; Kinematics; Mathematical model; Pediatrics; Phantoms; Algorithms; Biomimetic Materials; Computer Simulation; Diagnosis, Computer-Assisted; Equipment Design; Equipment Failure Analysis; Head; Head Movements; Humans; Infant, Newborn; Models, Biological; Neck; Physical Stimulation; Reproducibility of Results; Sensitivity and Specificity; Shaken Baby Syndrome;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6090321
Filename
6090321
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