DocumentCode
1915334
Title
Force Estimation with a Non-Uniform Pressure Sensor Array
Author
Holtzman, M. ; Arcelus, A. ; Veledar, I. ; Goubran, R. ; Sveistrup, H. ; Guitard, P.
Author_Institution
Dept. of Syst. & Comput. Eng., Carleton Univ., Ottawa, ON
fYear
2008
fDate
12-15 May 2008
Firstpage
1974
Lastpage
1979
Abstract
Embedding pressure sensors into household fixtures enables unobtrusive occupant health and safety monitoring at home. To monitor bathroom grab bar use, the force applied to a grab bar is desired from the output of three embedded pressure sensors. We examine the measurement of applied force in a non-uniform pressure sensor array, where forces are distributed with spatial nonlinearity to the pressure sensors. Two methods that ignore the spatial nonlinearities are compared to two methods that incorporate them. These include a polynomial response curve, a theoretical model, a lookup table, and an artificial neural network. When many calibration points can be taken and location estimates are accurate, the location-based lookup table presented the lowest error. However, when calibration time is limited, the theoretical model performs best, while an artificial neural network is preferred when location inputs are inaccurate.
Keywords
bars; domestic appliances; domestic safety; force measurement; force sensors; health and safety; home automation; intelligent sensors; neural nets; polynomials; pressure sensors; sensor arrays; table lookup; applied force estimation; artificial neural network; bathroom grab bar use monitoring; calibration points; embedded pressure sensors; household fixtures; location-based lookup table; nonuniform pressure sensor array; occupant health monitoring; polynomial response curve; safety monitoring; spatial nonlinearity; theoretical model; Artificial neural networks; Calibration; Fixtures; Force measurement; Force sensors; Health and safety; Monitoring; Pressure measurement; Sensor arrays; Table lookup; calibration; intelligent sensors; nonlinear signal processing; pressure sensor array; smart homes;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference Proceedings, 2008. IMTC 2008. IEEE
Conference_Location
Victoria, BC
ISSN
1091-5281
Print_ISBN
978-1-4244-1540-3
Electronic_ISBN
1091-5281
Type
conf
DOI
10.1109/IMTC.2008.4547372
Filename
4547372
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