DocumentCode
2401529
Title
In Vivo characterization of skin using a weiner nonlinear stochastic system identification method
Author
Chen, Yi ; Hunter, Ian W.
Author_Institution
Dept. of Mech. Eng., BioInstrumentation Lab., Cambridge, MA, USA
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
6010
Lastpage
6013
Abstract
This paper describes an indentometer device used to identify the linear dynamic and nonlinear properties of skin and underlying tissue using an in vivo test. The device uses a Lorentz force actuator to apply a dynamic force to the skin and measures the resulting displacement. It was found that the skin could be modeled as a Wiener system (i.e. a linear dynamic system followed by a static nonlinearity). Using a stochastic nonlinear system identification technique, the method presented in this paper was able to identify the dynamic linear and static nonlinear mechanical parameters of the indentometer-skin system within 2 to 4 seconds. The shape of the nonlinearity was found to vary depending on the area of the skin that was tested. We show that the device can repeatably distinguish between different areas of human tissue for multiple test subjects.
Keywords
actuators; biomechanics; skin; stochastic processes; Lorentz force actuator; Weiner nonlinear stochastic system identification method; human tissue; in vivo test; indentometer-skin system; skin dynamic force; static nonlinearity; stochastic nonlinear system identification technique; Algorithms; Computer Simulation; Data Interpretation, Statistical; Elastic Modulus; Equipment Design; Equipment Failure Analysis; Hardness; Hardness Tests; Models, Biological; Nonlinear Dynamics; Palpation; Physical Examination; Physical Stimulation; Sensitivity and Specificity; Skin Physiological Phenomena; Stochastic Processes;
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.2009.5334028
Filename
5334028
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