DocumentCode
2252315
Title
A recursive frequency tracking method for passive telemetry sensors
Author
Cho, Kyu Jin ; Asada, H. Hany
Author_Institution
Dept. of Mech. Eng., Massachusetts Inst. of Tech., Cambridge, MA, USA
Volume
6
fYear
2003
fDate
4-6 June 2003
Firstpage
4943
Abstract
A new method for passive telemetry sensor using inductive coupling to measure a broadband signal has been proposed. The method uses multiple excitation frequencies to directly estimate the capacitance of the capacitive sensor, instead of receiving the modulated sensor signal from the sensor that is powered wirelessly via inductive coupling. Recursive least square estimation with a forgetting factor is used for the estimation. Since the proposed system does not use any active elements in the sensor side, there is no bandwidth limitation. Frequency tracking method is developed to make the system more robust to noise, thereby increasing the accuracy of estimation. Model for recursive least squares estimation is derived from the model of inductive coupling, and used with a forgetting factor to estimate time-varying parameters. Simple experiments were done to verify the model, and a static capacitance value was estimated using a least squares estimation. Simulations were done to show the advantage of using the frequency tracking method, which reduces the effect of noise and enables the system to estimate a higher bandwidth signal.
Keywords
capacitive sensors; least mean squares methods; recursive estimation; telemetry; time-varying systems; tracking; bandwidth limitation; bandwidth signal; broadband signal; capacitive sensor; forgetting factor; inductive coupling; modulated sensor signal; multiple excitation frequency; noise effect; passive telemetry sensor; power limitation; recursive frequency tracking method; recursive least square estimation; time-varying parameter; Bandwidth; Capacitance; Capacitive sensors; Frequency estimation; Least squares approximation; Noise robustness; Parameter estimation; Recursive estimation; Sensor systems; Telemetry;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2003. Proceedings of the 2003
ISSN
0743-1619
Print_ISBN
0-7803-7896-2
Type
conf
DOI
10.1109/ACC.2003.1242506
Filename
1242506
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