BCG Signal Processing Based on Advanced LMS Filter for optical fiber monitor | |
Liu, Yifan1; Xu, Wei2,3; Yu, Changyuan1 | |
2020 | |
会议名称 | 2020-10-12 |
会议录名称 | OPTOELECTRONIC DEVICES AND INTEGRATION IX |
卷号 | 11547 |
会议日期 | 2020-10-12 |
会议地点 | ELECTR NETWORK |
出版者 | SPIE-INT SOC OPTICAL ENGINEERING |
产权排序 | 2 |
摘要 | Heart Rate Variability (HRV) analysis is an important tool for health monitoring. A non-invasive smart health monitoring system based on optical fiber interferometer can get HRV information from the Ballistocardiogram (BCG) signal. For some patients, the HRV can hardly be calculated due to the interferences from breath and other vibrations. In this research, we obtain a stable and high-sensitive BCG signal by a Mach-Zehnder interferometer (MZI) based sensor. In order to reduce the noise in signal, we introduce an advanced least mean squares (LMS) adaptive filter into the procedure. We use the signal processed by a bandpass filter as the 'desired signal' to deal with the raw data and obtain a preferable output for HRV calculation. |
关键词 | BCG Heart Rate Variability LMS adaptive filter |
作者部门 | 瞬态光学研究室 |
DOI | 10.1117/12.2575310 |
收录类别 | CPCI |
ISBN号 | 978-1-5106-3910-2 |
语种 | 英语 |
WOS研究方向 | Instruments & Instrumentation ; Optics ; Physics ; Telecommunications |
ISSN号 | 0277-786X;1996-756X |
WOS记录号 | WOS:000632625300031 |
引用统计 | |
文献类型 | 会议论文 |
条目标识符 | http://ir.opt.ac.cn/handle/181661/94685 |
专题 | 瞬态光学研究室 |
通讯作者 | Yu, Changyuan |
作者单位 | 1.Hong Kong Polytech Univ, Dept Elect & Informat Engn, Kowloon, Hong Kong, Peoples R China 2.Univ Chinese Acad Sci, Beijing, Peoples R China 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, Xian, Peoples R China |
推荐引用方式 GB/T 7714 | Liu, Yifan,Xu, Wei,Yu, Changyuan. BCG Signal Processing Based on Advanced LMS Filter for optical fiber monitor[C]:SPIE-INT SOC OPTICAL ENGINEERING,2020. |
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 | ||
BCG Signal Processin(1091KB) | 会议论文 | 限制开放 | CC BY-NC-SA | 请求全文 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论