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http://hdl.handle.net/10397/96474
Title: | SNR enhancement for Brillouin distributed optical fiber sensors based on asynchronous control | Authors: | Zhang, P Wang, B Yang, Y Azad, AK Luo, K Yu, K Yu, C Lu, C |
Issue Date: | 31-Jan-2022 | Source: | Optics express, 31 Jan. 2022, v. 30, no. 3, p. 4231-4248 | Abstract: | We propose the asynchronous control of anisotropic diffusion (AD) algorithm, and such asynchronous anisotropic diffusion (AAD) algorithm is demonstrated experimentally to reduce noise from the sensing signals obtained from Brillouin distributed optical fiber sensors. The performance of the proposed AAD algorithm is analyzed in detail for different experimental conditions and compared with that of block-matching and 3D filtering, two-dimensional wavelet denoising, AD, and non-local means algorithms. Some key factors of the proposed algorithm, such as the impact of convolution kernel size on the performance of AD algorithms, the influence of low sampling point number (SPN) on the quality of Brillouin frequency shift and the selection of diffusion thresholds are analyzed and discussed with experimental results. The experimental results validate that the AAD algorithm can provide better root-mean-square error (RMSE) and spatial resolution (SR) than the other four algorithms, especially for higher signal-to-noise ratio (SNR) improvement and higher SPNs. For lower SPNs, the performance of AAD is also not inferior to the RMSE performance of NLM and AD. The runtime of the AAD algorithm is also quite low. Moreover, the proposed algorithm offers the best SR performance as compared to other noise reduction algorithms investigated in this study. Thus, the proposed AAD algorithm can be an effective candidate to improve the measurement accuracy of Brillouin distributed optical fiber sensors. | Publisher: | Optical Society of America | Journal: | Optics express | EISSN: | 1094-4087 | DOI: | 10.1364/OE.447963 | Rights: | © 2022 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement (https://opg.optica.org/library/license_v2.cfm#VOR-OA). Users may use, reuse, and build upon the article, or use the article for text or data mining, so long as such uses are for non-commercial purposes and appropriate attribution is maintained. All other rights are reserved. The following publication Zhang, P., Wang, B., Yang, Y., Azad, A. K., Luo, K., Yu, K., ... & Lu, C. (2022). SNR enhancement for Brillouin distributed optical fiber sensors based on asynchronous control. Optics Express, 30(3), 4231-4248 is available at https://doi.org/10.1364/OE.447963. |
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