Broadband super-resolution Terahertz Time domain spectroscopy applied to Gas analysis
Sophie Eliet (IEMN), Arnaud Cuisset (LPCA), Francis Hindle (LPCA),, Jean-Fran\c{c}ois Lampin (IEMN), Romain Peretti (IEMN)

TL;DR
This paper introduces a super-resolution method for Terahertz Time Domain Spectroscopy that significantly enhances spectral resolution, enabling more precise and rapid gas analysis using existing broadband THz systems.
Contribution
The paper presents a novel constraint reconstruction algorithm that improves spectral resolution by a factor of 10 in THz-TDS for gas spectroscopy, overcoming traditional Fourier transform limitations.
Findings
Achieved 10-fold resolution enhancement in gas spectral lines
Demonstrated effective sparse spectrum modeling for gas analysis
Envisioned broadband, rapid, and cost-effective gas monitoring applications
Abstract
Terahertz (THz) Time domain spectroscopy (THz-TDS) is a broadband spectroscopic technique spreading its uses in multiple fields: in science from material science to biology, in industry where it measures the thickness of a paint layer during the painting operation. Using such practical commercial apparatus with broad spectrum for gas spectroscopy could be a major asset for air quality monitoring and tracking of atmospheric composition. However, gas spectroscopy needs high resolution and the usual approach in THz-TDS, where the recorded time trace is Fourier transform, suffers from resolution limitation due to the size of the delay line in the system. In this letter, we introduce the concept of constraint reconstruction for super-resolution spectroscopy based on the modeling of the spectroscopic lines in a sparse spectrum. Light molecule gas typically shows sparse and narrow lines on a…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
