基于光谱分割归一化互相关的光频域反射计

IF 4.6 2区 物理与天体物理 Q1 OPTICS
Kaijun Liu , Guolu Yin , Yuyang Lou , Liuxi Chen , Tao Zhu
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引用次数: 0

摘要

互相关是一种对滑动数据的乘积求和的算法,通常用于确定光学频域反射仪的局部瑞利散射谱中的波长移。由于瑞利散射强度的波动,在互相关过程中会引入额外的噪声。这种影响在高空间分辨率下尤为明显,局部瑞利散射谱的强度分布不再呈现统计性质,导致其瑞利分布不平衡。某些高振幅强度点会引入额外的噪声,这将导致算法对强度波动的抵抗能力显著降低,从而可能导致假峰影响解调结果。本文引入了一种分段归一化互相关算法,以解决传统互相关结果中存在的显著误差。主要的技术途径是通过分段归一化降低局部瑞利散射谱强度波动的影响。这种方法旨在减少相互关联过程中假峰的强度,从而减轻较大的误差。利用该算法,在3000 με下实现了3.2 mm的空间分辨率测量,空间分辨率比传统的互相关解调算法提高了5.6倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optical frequency domain reflectometer based on spectral segmented normalized cross correlation
Cross-correlation is an algorithm that sums the product of sliding data, commonly used to determine wavelength shift in the local Rayleigh scattering spectrum of optical frequency domain reflectometers. Due to the fluctuation of Rayleigh scattering intensity, additional noise can be introduced during the cross-correlation process. This effect is particularly pronounced in the high spatial resolution, the intensity distribution of the local Rayleigh scattering spectrum no longer exhibits statistical properties, leading to an imbalance in its Rayleigh distribution. Certain high-amplitude intensity points can introduce additional noise, and it will cause a significant reduction in the algorithm’s resistance to intensity fluctuations, which may result in fake peaks affecting the demodulation outcomes. This work introduces a segmented normalization cross-correlation algorithm to address the significant errors in traditional cross-correlation result. The major technical way is to reduce the influence of the local Rayleigh scattering spectrum intensity fluctuation through segmented normalization. This approach aims to diminish the intensity of fake peaks in the cross-correlation process, thereby mitigating large errors. Using the proposed algorithm, measurements with a spatial resolution of 3.2 mm were achieved at 3000 με, and the spatial resolution has been improved by 5.6 times compared to traditional cross-correlation demodulation algorithms.
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来源期刊
CiteScore
8.50
自引率
10.00%
发文量
1060
审稿时长
3.4 months
期刊介绍: Optics & Laser Technology aims to provide a vehicle for the publication of a broad range of high quality research and review papers in those fields of scientific and engineering research appertaining to the development and application of the technology of optics and lasers. Papers describing original work in these areas are submitted to rigorous refereeing prior to acceptance for publication. The scope of Optics & Laser Technology encompasses, but is not restricted to, the following areas: •development in all types of lasers •developments in optoelectronic devices and photonics •developments in new photonics and optical concepts •developments in conventional optics, optical instruments and components •techniques of optical metrology, including interferometry and optical fibre sensors •LIDAR and other non-contact optical measurement techniques, including optical methods in heat and fluid flow •applications of lasers to materials processing, optical NDT display (including holography) and optical communication •research and development in the field of laser safety including studies of hazards resulting from the applications of lasers (laser safety, hazards of laser fume) •developments in optical computing and optical information processing •developments in new optical materials •developments in new optical characterization methods and techniques •developments in quantum optics •developments in light assisted micro and nanofabrication methods and techniques •developments in nanophotonics and biophotonics •developments in imaging processing and systems
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