Accuracy of Displacement Estimation and Selection of Capacitors for a Four Degrees of Freedom Capacitive Force Sensor
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Accuracy of Displacement Estimation and Selection of Capacitors for a Four Degrees of Freedom Capacitive Force Sensor

Authors: Chisato Murakami, Makoto Takahashi

Abstract:

Force sensor has been used as requisite for knowing information on the amount and the directions of forces on the skin surface. We have developed a four-degrees-of-freedom capacitive force sensor (approximately 20×20×5 mm3) that has a flexible structure and sixteen parallel plate capacitors. An iterative algorithm was developed for estimating four displacements from the sixteen capacitances using fourth-order polynomial approximation of characteristics between capacitance and displacement. The estimation results from measured capacitances had large error caused by deterioration of the characteristics. In this study, effective capacitors had major information were selected on the basis of the capacitance change range and the characteristic shape. Maximum errors in calibration and non-calibration points were 25%and 6.8%.However the maximum error was larger than desired value, the smallness of averaged value indicated the occurrence of a few large error points. On the other hand, error in non-calibration point was within desired value.

 

Keywords: Force sensors, capacitive sensors, estimation, iterative algorithms.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1087666

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References:


[1] M. Baharestani, et al., “International Review: Pressure ulcer prevention: pressure, shear, friction and microclimate in context,” L. MacGregor,Ed. London: Wounds International, 2010.
[2] D. M. Brienza, P. E. Karg, M. J. Geyer, S. Kelsey, and E. Trefler, “The relationship between pressure ulcer incidence and buttock-seat cushion interface pressure in at-risk elderly wheelchair users,” Archives of physical medicine and rehabilitation, vol. 82, pp. 529-33, Apr. 2001.
[3] T. Ohura, M. Takahashi, and N. Ohura, “Influence of external forces (pressure and shear force) on superficial layer and subcutis of porcine skin and effects of dressing materials: are dressing materials beneficial for reducing pressure and shear force in tissues?,” Wound repair and regeneration, vol. 16, pp. 102-7, Jan-Feb. 2008.
[4] S. Baron and G. MacFarlane, “Reducing pressure ulcer risk in the operating room,” Hill-Rom Company White Paper 2009.
[5] C. Murakami, Y. Ishikuro, and M. Takahashi, “Feasibility of novel four degrees of freedom capacitive force sensor for skin interface force,” Biomedical engineering online, 11:90, Nov. 2012.
[6] P. P. L. Regtien and P. J. Trimp, “Dynamic calibration of sensors using EEPROMs,” Sensors and Actuators A: Physical, vol. 22, pp. 615-618, 1989.
[7] K. F. Lyahou, G. van der Horn, and J. H. Huijsing, “A noniterative polynomial 2-D calibration method implemented in a microcontroller,” IEEE Transactions on Instrumentation and Measurement, vol. 46, pp. 752-757, Aug. 1997.
[8] P. Hille, R. Höhler, and H. Strack, “A linearisation and compensation method for integrated sensors,” Sensors and Actuators A: Physical, vol. 44, pp. 95-102, Aug. 1994.
[9] G. Bucci, M. Faccio, and C. Landi, “New ADC with piecewise linear characteristic: case study-implementation of a smart humidity sensor,” IEEE Transactions on Instrumentation and Measurement, vol. 49, pp. 1154-1166, 2000.
[10] S. Aoyagi, M. Kawanishi, and D. Yoshikawa, “Multiaxis Capacitive Force Sensor and its Measurement Principle Using Neural Networks,” Journal of Robotics and Mechatronics, vol. 18, no. 4, pp. 442-449, 2006.
[11] J. C. Patra, E. L. Ang, A. Das, and N. S. Chaudhari, “Auto-compensation of nonlinear influence of environmental parameters on the sensor characteristics using neural networks,” ISA transactions, vol. 44, pp. 165-76, Apr. 2005.
[12] C. Murakami and M. Takahashi, “Evaluation of iterative algorithm performance in a four degrees of freedom capacitive force sensor on the skin interface,” unpublished.