TY - GEN
T1 - Unobtrusive sleep-wake discrimination based on arched carbon fiber structure aided highly sensitive under mattress MZI-BCG sensor and SVM
AU - Xu, Wei
AU - Han, Shuying
AU - Sun, Wenye
AU - Dong, Bo
AU - Yu, Changyuan
AU - Zhao, Wei
AU - Wang, Yishan
N1 - Funding Information:
This work was supported by the Research Grants Council, University Grants Committee of Hong Kong (Grant 15200718) and the National Natural Science Foundation of China (U1701661, 61971372), the Advanced Research Fund of the Second Affiliated Hospital of Soochow University (Grant SDFEYQN2020).
Publisher Copyright:
© OSA 2021, © 2021 The Author(s)
PY - 2021/7
Y1 - 2021/7
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85119584393&partnerID=8YFLogxK
UR - https://opg.optica.org/abstract.cfm?uri=OECC-2021-JS3F.15
M3 - Conference article published in proceeding or book
AN - SCOPUS:85119584393
T3 - Optics InfoBase Conference Papers
SP - 1
EP - 3
BT - Optoelectronics and Communications Conference, OECC 2021
PB - OSA - The Optical Society
T2 - 26th Optoelectronics and Communications Conference, OECC 2021
Y2 - 3 July 2021 through 7 July 2021
ER -