Estimation of Human Body Vital Signs Based on 60 GHz Doppler Radar Using a Bound-Constrained Optimization Algorithm

被引:16
|
作者
Zhang, Ting [1 ]
Sarrazin, Julien [2 ]
Valerio, Guido [2 ]
Istrate, Dan [3 ]
机构
[1] Zhejiang Univ, Zhejiang Prov Key Lab Informat Proc Commun & Netw, Coll Informat Sci & Elect Engn ISEE, Hangzhou 310027, Zhejiang, Peoples R China
[2] Sorbonne Univ, UR2, L2E, F-75005 Paris, France
[3] Univ Technol Compiegne, Sorbonne Univ, UTC CNRS UMR 7338, Biomech & Bioengn BMBI, BP 20529,Rue Personne Roberval, F-60205 Compiegne, France
关键词
60 GHz Doppler radar; bound-constrained optimization algorithm; breathing and heartbeat rate detection; MOVEMENT CANCELLATION; FALL DETECTION; NONCONTACT; COMPENSATION; DEMODULATION; SYSTEM; SENSOR;
D O I
10.3390/s18072254
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this study, a bound-constrained optimization algorithm is applied for estimating physiological data (pulse and breathing rate) of human body using 60 GHz Doppler radar, by detecting displacements induced by breathing and the heartbeat of a human subject. The influence of mutual phasing between the two movements is analyzed in a theoretical framework and the application of optimization algorithms is proved to be able to accurately detect both breathing and heartbeat rates, despite intermodulation effects between them. Different optimization procedures are compared and shown to be more robust to receiver noise and artifacts of random body motion than a direct spectrum analysis. In case of a large-scale constrained bound, a parallel optimization procedure executed in subranges is proposed to realize accurate detection in a reduced span of time.
引用
收藏
页数:18
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