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Accurate Detection of Doppler Cardiograms With a Parameterized Respiratory Filter Technique Using a K-Band Radar Sensor
被引:37
作者:

Dong, Shuqin
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Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China

Li, Yuchen
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Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China

Lu, Jingyun
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Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China

Zhang, Zhi
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机构:
Shanghai Gen Hosp, Shanghai 201613, Peoples R China Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China

Gu, Changzhan
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机构:
Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China

Mao, Junfa
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机构:
Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
机构:
[1] Shanghai Jiao Tong Univ, MoE Key Lab High Speed Elect Syst, Shanghai 200240, Peoples R China
[2] Shanghai Jiao Tong Univ, MoE Key Lab Artificial Intelligence, Shanghai 200240, Peoples R China
[3] Shanghai Gen Hosp, Shanghai 201613, Peoples R China
基金:
美国国家科学基金会;
关键词:
Differential Doppler cardiogram (DCG);
Doppler cardiogram (DCG);
Doppler radar sensor (DRS);
heart diseases;
parameterized respiratory filter (PRF);
MOTION;
D O I:
10.1109/TMTT.2022.3184019
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
Cardiogram is one of the most important factors for health assessment. As a new expression of cardiograms, the Doppler cardiograms (DCGs) detected remotely via Doppler radar sensor (DRS) provide rich details of the heart motion. However, the existing techniques for measurement of DCG requires that the subject holds his/her breath to avoid the disturbance caused by respiration. To realize the accurate detection of DCGs in the presence of respiration, a high-linearity K-band dc-coupled continuous-wave (CW) DRS with digital dc-tuning function was custom-designed and a novel parameterized respiratory filter (PRF) algorithm was proposed to precisely remove the respiratory signal. Both simulation and experimental results show that the proposed PRF algorithm has better DCG extraction performance than the conventional methods. Furthermore, the experimental results in normal and clinical environments show that the grained differential DCG (D-DCG) has promising potential in professional heart rate variability (HRV) analysis and heart diseases diagnosis, which means the proposed DCGs detection has the potential to be a convenient, comfortable, and reliable way for daily and clinical heart health assessment.
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收藏
页码:71 / 82
页数:12
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