Title :
On gas detection and concentration estimation via mid-IR-based gas detection system analysis model
Author :
Xin, Yi ; Morris, Joel M.
Author_Institution :
Comput. Sci. & Electr. Eng. Dept., Univ. of Maryland, Baltimore County, Catonsville, MD, USA
Abstract :
In recent decades, Laser-based spectroscopy (LAS) has been used in a wide range of research and application fields due to developments in laser technology and infrared spectroscopy. A particular application of interest is mid-IR laser-based gas detection systems for health and environment assessment. In this paper, we use our statistical analysis model for a generic mid-IR pulsed-laser gas detection system to predict trace gas detection and concentration estimation performance, and their sensitivity to system parameters. Based on PNNL data and the Beer-Lambert law, we use the three main spectral peaks of a trace gas, as the basis for gas detection, and use the relationship between gas transmittance β, molar absorptivity ε, concentration, and the sample-mean measurement, xN, from the photodetector, as the basis for concentration estimation using a standard confidence interval method.
Keywords :
chemical lasers; chemical variables measurement; gas sensors; infrared spectroscopy; Beer-Lambert law; gas concentration estimation; gas transmittance; infrared spectroscopy; laser technology; mid-IR laser based gas detection system; molar absorptivity; sample mean measurement; statistical analysis; Cavity resonators; Estimation; Gas lasers; Laser modes; Optical pulses; Photodetectors; Concentration estimation; Gas detection; MIRTHE; Mid-IR gas spectroscopy;
Conference_Titel :
Information Sciences and Systems (CISS), 2011 45th Annual Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-9846-8
Electronic_ISBN :
978-1-4244-9847-5
DOI :
10.1109/CISS.2011.5766163