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Output Prediction of Helical Microfiber Temperature Sensors in Cycling Measurement by Deep Learning

Minghui CHEN Hao DAI Jinjin HAN Juan LIU Fangzhu ZHENG Shihang GENG Shimeng TANG Zhijun WU Jixiong PU Xining ZHANG

光子传感器（英文版）2023，Vol.13Issue(3)：37-49,13.

光子传感器（英文版）2023，Vol.13Issue(3)：37-49,13.DOI:10.1007/s13320-023-0681-1

Output Prediction of Helical Microfiber Temperature Sensors in Cycling Measurement by Deep Learning

Minghui CHEN ¹Hao DAI ²Jinjin HAN ¹Juan LIU ¹Fangzhu ZHENG ¹Shihang GENG ¹Shimeng TANG ¹Zhijun WU ¹Jixiong PU ¹Xining ZHANG¹

作者信息

1. Fujian Key Laboratory of Light Propagation and Transformation,College of Information Science and Engineering,Huaqiao University,Xiamen 361021,China
2. Institute of Ocean Exploration Technology,College of Ocean and Earth Sciences,Xiamen University,Xiamen 361005,China
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摘要

关键词

Helical microfiber temperature sensors/deep belief network/backpropagation neural network/response prediction/cycling measurement

Key words

Helical microfiber temperature sensors/deep belief network/backpropagation neural network/response prediction/cycling measurement

引用本文复制引用

Minghui CHEN,Hao DAI,Jinjin HAN,Juan LIU,Fangzhu ZHENG,Shihang GENG,Shimeng TANG,Zhijun WU,Jixiong PU,Xining ZHANG..Output Prediction of Helical Microfiber Temperature Sensors in Cycling Measurement by Deep Learning[J].光子传感器（英文版）,2023,13(3):37-49,13.

基金项目

This research is supported by the National Science Foundation of Fujian Province of China(Grant No.2021J01287) （Grant No.2021J01287）

the Fundamental Research Funds for the Central Universities(Grant No.ZQN-909) （Grant No.ZQN-909）

the National Natural Science Foundation of China(Grant No.61505056). （Grant No.61505056）

光子传感器（英文版）

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ISSN：1674-9251

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