Applications of wavelets in the photoacoustic detection of trace gases with noisy signals
DOI:
https://doi.org/10.37537/rev.elektron.2.1.35.2018Keywords:
Photoacoustic Spectroscopy, trace gases, waveletsAbstract
This paper shows that the use of filters based on the discrete wavelet transform (DWT) improves the sensitivity of photoacoustic systems for measurement of trace gases under conditions of unfavorable signal-to-noise ratio (SNR). To achieve this goal, a filter based on Meyer's DWT was designed and tested with simulated and measured signals. For the measurements, a system for the detection of traces of sulfur hexafluoride in nitrogen using a pulsed CO2 laser was implemented. From the results it was obtained that the use of DWT had a very good performance for signals generated with low laser energies ( < 100 uJ) corrupted with impulsive electromagnetic noise.Downloads
References
A. Peuriot, G. Santiago, and V. Slezak, Modelado, metodos de adquisición y procesamiento en la espectroscopía fotoacústica en gases, ser. Láseres: Desarrollos y Aplicaciones. Tomo 2., L. Azcarate, P. Diodati, E. Quel, and V. Slezak, Eds. Buenos Aires, Argentina: UNSAMedita, 2007.
M. G. Gonzalez, “Análisis y desarrollo de nuevas técnicas de detección optoacústicas,” Ph.D. dissertation, Univ. de Buenos Aires, Buenos Aires, Argentina, Mar. 2008.
C. Chui, An Introduccion to Wavelets. San Diego, USA: Academic Press, 1992.
S. Mallat, A wavelet tour of signal processing. New York, USA: Academic Press, 1998.
T. Groot, “Trace gas exchange by rice, soil and pears. a study based on laser photoacoustic detection,” Ph.D. dissertation, Katholieke Universiteit, Nijmegen, Holanda, 2001.
P. Abry, Ondelettes et turbulence. Paris, France: Diderot, 1992.
A. Peuriot, G. Santiago, and V. Slezak, “Simulacion y caracterización de una celda optoacústica unidimensional,” ´ Anales AFA, vol. 15, pp. 90–93, 2003.
J. Mao, P. Sun, Z. Pan, Q. Su, and Z. Maosen, “Wavelet analysis on photoacoustic spectra of degradated pvc,” Fresenius J. Anal. Chem., vol. 361, pp. 140–142, 1998.
Downloads
Published
Issue
Section
License
The authors who publish in this journal agree with terms established in the license Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)