Title :
Amplitude and Phase Drift Correction of EFPI Sensor Systems Using Both Adaptive Kalman Filter and Temperature Compensation for Nanometric Displacement Estimation
Author :
Chawah, P. ; Sourice, A. ; Plantier, G. ; Seat, H.C. ; Boudin, F. ; Chéry, J. ; Cattoen, M. ; Bernard, P. ; Brunet, C. ; Gaffet, S. ; Boyer, D.
Author_Institution :
Geosci. Dept., Univ. of Montpellier, Montpellier, France
fDate :
7/1/2012 12:00:00 AM
Abstract :
Nanometric displacement measurements by Extrinsic Fiber Fabry-Perot interferometers (EFPI) is extremely susceptible to external environmental changes. Temperature, in particular, has a remarkable influence on the optical power and wavelength of the laser diode in use, in addition to the thermal expansion of the mechanical structure. In this paper we propose an optimization of the EFPI sensor in order to use it for very long-term (more than one year) and for high-precision displacement measurements. For this purpose, a real time and adaptive estimation procedure based on a homodyne technique and a Kalman filter is established. During a sinusoidal laser diode current modulation, the Kalman filter provides a correction of the amplitude drift caused by the resultant optical power modulation and external perturbations. Besides, stationary temperature transfer operators are estimated via experimental measurements to reduce the additive thermal noise induced in the optical phase and mechanical components.
Keywords :
Fabry-Perot interferometers; adaptive Kalman filters; adaptive estimation; compensation; demodulation; displacement measurement; fibre optic sensors; field programmable gate arrays; homodyne detection; nanophotonics; thermal noise; EFPI sensor systems; adaptive Kalman filter; additive thermal noise; extrinsic fiber Fabry-Perot interferometers; homodyne technique; laser diode; mechanical structure; nanometric displacement estimation; resultant optical power modulation; sinusoidal laser diode current modulation; temperature compensation; thermal expansion; Adaptive optics; Demodulation; Displacement measurement; Kalman filters; Optical sensors; Temperature measurement; Temperature sensors; EFPI sensors; Kalman filter; differential measurements; drift correction; ellipse fitting; nanometric displacement estimation; parameters tracking; temperature transfer operator;
Journal_Title :
Lightwave Technology, Journal of
DOI :
10.1109/JLT.2012.2194476