| Principle component analysis and random forest based all-fiber activity monitoring | |
Han, Shuying1,4; Xu, Wei2,3 ; You, Shanhong1; Dong, Bo2,3; Yu, Changyuan5; Zhao, Wei2,3
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| 2019-11 | |
| 会议名称 | 2019 Asia Communications and Photonics Conference, ACP 2019 |
| 会议录名称 | 2019 Asia Communications and Photonics Conference, ACP 2019 - Proceedings |
| 卷号 | 2019-November |
| 会议日期 | 2019-11-02 |
| 会议地点 | No. 1736 Tianfu Avenue North, Chengdu, China |
| 出版者 | OSA - The Optical Society |
| 产权排序 | 2 |
| 摘要 | An activity monitoring algorithm based on principle component analysis and random forest is proposed, identifying three kinds of activities obtained from Mach-Zehnder interferometer with accuracy of 99.5% within one second, namely, normal, nobody and movement. Asia Communications and Photonics Conference (ACP) © OSA 2019 |
| 作者部门 | 瞬态光学研究室 |
| 收录类别 | EI ; CPCI |
| ISBN号 | 9781943580705 |
| 语种 | 英语 |
| ISSN号 | 2162108X |
| WOS记录号 | WOS:000542671100477 |
| EI入藏号 | 20200908219154 |
| 引用统计 | |
| 文献类型 | 会议论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/93273 |
| 专题 | 瞬态光学研究室 |
| 通讯作者 | You, Shanhong |
| 作者单位 | 1.School of Electronic and Information Engineering, Soochow University, Suzhou; 215006, China; 2.State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an, China; 3.University of Chinese Academy of Sciences, Beijing; 100049, China; 4.Anlight Optoelectronic Technology Inc., Suzhou; 215123, China; 5.Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong |
| 推荐引用方式 GB/T 7714 | Han, Shuying,Xu, Wei,You, Shanhong,et al. Principle component analysis and random forest based all-fiber activity monitoring[C]:OSA - The Optical Society,2019. |
| 条目包含的文件 | ||||||
| 文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
| Principle component （578KB） | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 | ||
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