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Regularization for the inversion of fibre Bragg grating spectra
Applied Mathematics in Science and Engineering ( IF 1.3 ) Pub Date : 2021-06-26 , DOI: 10.1080/17415977.2021.1943383
Daniel Gerth 1 , Susann Hannusch 2 , Oliver G. Ernst 1 , Jörn Ihlemann 2
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Fibre Bragg Gratings have become widespread measurement devices in engineering and other fields of application. In all but a few cases, the relation between cause and effect is simplified to a proportional model. However, at its mathematical core lies a nonlinear inverse problem which appears not to have received much attention in the literature. In this paper, we present this core problem to the mathematical community and provide a first report on opportunities and limitations of a regularization approach. In particular, we show that difficulties arise from non-uniqueness and the absence of established parameter selection rules for nonlinear inverse problems with multiple regularization parameters. Nevertheless, the paper takes a first step toward extracting more information from a single FBG measurement.



中文翻译:

光纤布拉格光栅光谱反演的正则化

光纤布拉格光栅已成为工程和其他应用领域中广泛使用的测量设备。除少数情况外,因果关系被简化为比例模型。然而,其数学核心是一个非线性逆问题,在文献中似乎没有受到太多关注。在本文中,我们向数学界提出了这个核心问题,并提供了关于正则化方法的机会和局限性的第一份报告。特别是,我们表明,对于具有多个正则化参数的非线性逆问题,非唯一性和缺乏已建立的参数选择规则会产生困难。尽管如此,本文迈出了从单个 FBG 测量中提取更多信息的第一步。

更新日期:2021-06-26
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