Suppr超能文献

干涉光谱仪的重建方法与优化设计

Reconstruction method and optimal design of an interferometric spectrometer.

作者信息

Parrein Pascale, Landragin-Frassati Anne, Dinten Jean-Marc

机构信息

CEA-LETI, MINATEC, 17 rue des Martyrs, 38054 Grenoble Cedex 9, France.

出版信息

Appl Spectrosc. 2009 Jul;63(7):786-90. doi: 10.1366/000370209788701134.

Abstract

In this paper, we present a method to estimate the power spectral distribution of a source from input data acquired by an interferometric-based spectrometer. Our spectrometer shows distortions in the fringe pattern and a lack of data, making it impossible to apply the Fourier transform approach, which is the gold standard as a spectral recovery method for interferometric spectrometers. We combined linear inverse problem solving and iterative methods instead, considering that each detector of the spectrometer has a specific and known spectral response. Iterative methods are used to overcome problems caused by lack of input data. We show that a good spectral estimation of relatively simple spectra having a resolution of 400 points is typically achieved using fewer than 10 detectors with such a method. Since the quality of spectral restitution with such an approach relies both on signal processing and an optimal selection of the detector's spectral responses, the paper also shows that some sets of spectral responses selected for the detection and consequently a spectral repartition of the detectors are more successful than others in the spectral recovery process. We chose the condition number of the inversion matrix as an optimization criterion and evaluated how this criterion can be used within this framework. We found that maximizing it achieves better spectral restitution, within a range where noise remains low.

摘要

在本文中,我们提出了一种方法,用于从基于干涉仪的光谱仪采集的输入数据中估计源的功率谱分布。我们的光谱仪在条纹图案中显示出失真且数据不足,这使得无法应用傅里叶变换方法,而傅里叶变换方法是干涉光谱仪光谱恢复方法的金标准。相反,我们结合了线性逆问题求解和迭代方法,因为我们认为光谱仪的每个探测器都有特定且已知的光谱响应。迭代方法用于克服输入数据不足所带来的问题。我们表明,使用这种方法,通常使用少于10个探测器就能对分辨率为400个点的相对简单光谱实现良好的光谱估计。由于这种方法的光谱恢复质量既依赖于信号处理,也依赖于探测器光谱响应的优化选择,本文还表明,在光谱恢复过程中,为检测选择的某些光谱响应集以及相应的探测器光谱分布比其他的更成功。我们选择反演矩阵的条件数作为优化标准,并评估了该标准如何在此框架内使用。我们发现,在噪声保持较低的范围内,最大化条件数能实现更好的光谱恢复。

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验