Principle component analysis and random forest based all-fiber activity monitoring

CORC > 西安光学精密机械研究所 > 中国科学院西安光学精密机械研究所 > 瞬态光学技术国家重点实验室

	Principle component analysis and random forest based all-fiber activity monitoring
	Han, Shuying 3,4; Xu, Wei 2,5; You, Shanhong 3; Dong, Bo 2,5; Yu, Changyuan 1; Zhao, Wei 2,5
	2019-11
会议日期	2019-11-02
会议地点	No. 1736 Tianfu Avenue North, Chengdu, China
卷号	2019-November
英文摘要	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
产权排序	2
会议录	2019 Asia Communications and Photonics Conference, ACP 2019 - Proceedings
会议录出版者	OSA - The Optical Society
语种	英语
ISSN号	2162108X
ISBN号	9781943580705
WOS记录号	WOS:000542671100477
内容类型	会议论文
源URL	[http://ir.opt.ac.cn/handle/181661/93273]
专题	西安光学精密机械研究所_瞬态光学技术国家重点实验室
通讯作者	You, Shanhong
作者单位	1.Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Kowloon, Hong Kong 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.School of Electronic and Information Engineering, Soochow University, Suzhou; 215006, China; 4.Anlight Optoelectronic Technology Inc., Suzhou; 215123, China; 5.University of Chinese Academy of Sciences, Beijing; 100049, China;
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]. 见:. No. 1736 Tianfu Avenue North, Chengdu, China. 2019-11-02.