| 题名 | Deep Learning Network on Waveform Components Recognition for Distributed Optic-Fiber Sensing |
| 作者 | |
| DOI | |
| 发表日期 | 2021
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| 会议名称 | 2021 IEEE Photonics Conference, IPC 2021
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| ISSN | 2374-0140
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| ISBN | 9781665416016
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| 会议录名称 | |
| 页码 | 1-2
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| 会议日期 | October 18, 2021 - October 21, 2021
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| 会议地点 | Virtual, Online, Canada
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| 出版者 | |
| 摘要 | We have proposed a deep learning network of SqueezeNet in the application of distributed optic-fiber sensing based on phase-sensitive optical time-domain reflectometry technique. The obtained results show the improvement in the accuracy of waveform components recognition for low SNR and multiple component signals. © 2021 IEEE. |
| 关键词 | |
| 学校署名 | 第一
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| 语种 | 英语
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| 相关链接 | [IEEE记录] |
| 收录类别 | |
| 资助项目 | ACKNOWLEDGMENT The project is supported by the Stable Support Program for higher education institutions from Shenzhen Science, Technology & Innovation Commission (SSTIC); and by Open Fund of State Key Laboratory of Information Photonics and Optical Communications (Beijing University of Posts and Telecommunications), P. R. China.
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| WOS记录号 | WOS:000866488100139
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| EI入藏号 | 20220411504236
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| EI主题词 | Time domain analysis
; Learning systems
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| EI分类号 | Ergonomics and Human Factors Engineering:461.4
; Mathematics:921
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| 来源库 | EV Compendex
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| 全文链接 | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9592980 |
| 引用统计 |
被引频次[WOS]：1
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| 成果类型 | 会议论文 |
| 条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/536968 |
| 专题 | 工学院_电子与电气工程系 |
| 作者单位 | Southern University Of Science And Technology, Department Of Electrical And Electronic Engineering, China |
| 第一作者单位 | 电子与电气工程系 |
| 第一作者的第一单位 | 电子与电气工程系 |
| 推荐引用方式 GB/T 7714 |
Wu, Zhengting,Liang, Zihan,Shi, Yonguan,et al. Deep Learning Network on Waveform Components Recognition for Distributed Optic-Fiber Sensing[C]:Institute of Electrical and Electronics Engineers Inc.,2021:1-2.
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| 条目包含的文件 | 条目无相关文件。 | |||||
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