Institutional Repository of Chinese Acad Sci, Inst Automat, CAS Key Lab Mol Imaging, Beijing 100190, Peoples R China
Sleep Apnea Syndrome Sensing at C-Band | |
Yang, Xiaodong1; Fan, Dou1; Ren, Aifeng1; Zhao, Nan1; Zhang, Zhiya1; Hu, Fangming1; Wang, Weigang2; Rehman, Masood Ur3; Tian, Jie4,5 | |
发表期刊 | IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM |
ISSN | 2168-2372 |
2018 | |
卷号 | 6页码:8 |
通讯作者 | Tian, Jie(jaytian99@gmail.com) |
摘要 | A non-intrusive sleep apnea detection system using a C-Band channel sensing technique is proposed to monitor sleep apnea syndrome in real time. The system utilizes perturbations of RF signals to differentiate between patient's breathing under normal and sleep apnea conditions. The peak distance calculation is used to obtain the respiratory rates. A comparison of the datasets generated by the proposed method and a wearable sensor is made using a concordance correlation coefficient to establish its accuracy. The results show that the proposed sensing technique exhibits high accuracy and robustness, with more than 80% concordance with the wearable breathing sensor. This method is, therefore, a good candidate for the real-time wireless detection of sleep apnea. |
关键词 | Sleep detection C-Band sensing peak distance calculation concordance correlation coefficient |
DOI | 10.1109/JTEHM.2018.2879085 |
关键词[WOS] | RADAR |
收录类别 | SCI |
语种 | 英语 |
资助项目 | Fundamental Research Funds for the Central Universities[JB180205] ; International Scientific and Technological Cooperation and Exchange Projects in Shaanxi Province[2017KW-005] ; China Postdoctoral Science Foundation[2018T111023] ; National Natural Science Foundation of China[61601338] ; National Natural Science Foundation of China[61301175] ; National Natural Science Foundation of China[61671349] ; National Natural Science Foundation of China[61671349] ; National Natural Science Foundation of China[61301175] ; National Natural Science Foundation of China[61601338] ; China Postdoctoral Science Foundation[2018T111023] ; International Scientific and Technological Cooperation and Exchange Projects in Shaanxi Province[2017KW-005] ; Fundamental Research Funds for the Central Universities[JB180205] |
项目资助者 | National Natural Science Foundation of China ; China Postdoctoral Science Foundation ; International Scientific and Technological Cooperation and Exchange Projects in Shaanxi Province ; Fundamental Research Funds for the Central Universities |
WOS研究方向 | Engineering |
WOS类目 | Engineering, Biomedical |
WOS记录号 | WOS:000450613500001 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/22570 |
专题 | 中国科学院分子影像重点实验室 |
通讯作者 | Tian, Jie |
作者单位 | 1.Xidian Univ, Sch Elect Engn, Xian 710071, Shaanxi, Peoples R China 2.Xi An Jiao Tong Univ, Northwest Womens & Childrens Hosp, Xian 710061, Shaanxi, Peoples R China 3.Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, Essex, England 4.Xidian Univ, Sch Life Sci & Technol, Xian 710126, Shaanxi, Peoples R China 5.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Yang, Xiaodong,Fan, Dou,Ren, Aifeng,et al. Sleep Apnea Syndrome Sensing at C-Band[J]. IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM,2018,6:8. |
APA | Yang, Xiaodong.,Fan, Dou.,Ren, Aifeng.,Zhao, Nan.,Zhang, Zhiya.,...&Tian, Jie.(2018).Sleep Apnea Syndrome Sensing at C-Band.IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM,6,8. |
MLA | Yang, Xiaodong,et al."Sleep Apnea Syndrome Sensing at C-Band".IEEE JOURNAL OF TRANSLATIONAL ENGINEERING IN HEALTH AND MEDICINE-JTEHM 6(2018):8. |
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