| Unobtrusive sleep-wake discrimination based on arched carbon fiber structure aided highly sensitive under mattress MZI-BCG sensor and SVM | |
Xu, Wei1,2 ; Han, Shuying3,9; Sun, Wenye4; Dong, Bo5; Yu, Changyuan6,7; Zhao, Wei1,2,8; Wang, Yishan1,2,8
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| 2021 | |
| 会议名称 | 26th Optoelectronics and Communications Conference, OECC 2021 |
| 会议录名称 | Optoelectronics and Communications Conference, OECC 2021 |
| 会议日期 | 2021-07-03 |
| 会议地点 | Virtual, Online, China |
| 出版者 | The Optical Society |
| 产权排序 | 1 |
| 摘要 | A compact arched carbon fiber structure aided fiber Mach-Zehnder interferometer (MZI) ballistocardiogram (BCG) sensor is designed and presented, which is used to realize unobtrusive sleep-wake discrimination combining cardiopulmonary coupling (CPC) and support vector machine (SVM) algorithm with high sensitivity and accuracy. © OSA 2021, © 2021 The Author(s) |
| 作者部门 | 瞬态光学研究室 |
| 收录类别 | EI |
| ISBN号 | 9781557528209 |
| 语种 | 英语 |
| EI入藏号 | 20214811222114 |
| 文献类型 | 会议论文 |
| 条目标识符 | http://ir.opt.ac.cn/handle/181661/95550 |
| 专题 | 瞬态光学研究室 |
| 通讯作者 | Dong, Bo |
| 作者单位 | 1.State Key Laboratory of Transient Optics and Photonics, Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi'an; 710119, China; 2.University of Chinese Academy of Sciences, Beijing; 100049, China; 3.School of Electronic and Information Engineering, Soochow University, Suzhou; 21513, China; 4.The Second Affiliated Hospital of Soochow University, Suzhou; 215000, China; 5.College of new Materials and new Energy, Shenzhen Technology University, Shenzhen; 518118, China; 6.The Hong Kong Polytechnic University, Shenzhen Research Institute, Guangdong, Shenzhen, China; 7.Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Kowloon, Hong Kong; 8.Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan; 030006, China; 9.Anlight Optoelectronic Technology Corporation |
| 推荐引用方式 GB/T 7714 | Xu, Wei,Han, Shuying,Sun, Wenye,et al. Unobtrusive sleep-wake discrimination based on arched carbon fiber structure aided highly sensitive under mattress MZI-BCG sensor and SVM[C]:The Optical Society,2021. |
| 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 | ||
| Unobtrusive sleep-wa（561KB） | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 | ||
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