Enhancing Beat-to-Beat Analysis of Heart Signals With Respiration Harmonics Reduction Through Demodulation and Template Matching

被引:14
作者
Sameera, Jannatun Noor [1 ]
Ishrak, Mohammad Shadman [1 ]
Lubecke, Victor M. [1 ]
Boric-Lubecke, Olga [1 ]
机构
[1] Univ Hawaii Manoa, Elect & Comp Engn Dept, Honolulu, HI 96822 USA
基金
美国国家科学基金会;
关键词
Doppler radar (DR); heart rate monitoring; heart rate variability (HRV) analysis; multiresolution analysis; noncontact monitoring; respiration harmonics; template match- ing filtering; DOPPLER RADAR; COMPENSATION;
D O I
10.1109/TMTT.2023.3324444
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
Heart rate variability (HRV) analysis using Doppler radar (DR) is a promising method for noninvasive health and stress assessment. However, the respiration signal harmonic content typically limits HRV parameter estimation accuracy. While several harmonic reduction techniques have been used to improve the average HR estimation accuracy, achieving high beat-to-beat interval (BBI) accuracy is still challenging. This article demonstrates that arctangent demodulation (AD) with wavelet-based signal processing enhanced with template matching is effective to estimate HRV parameters with accuracy on the order of 10 ms with 2.4 GHz DR. Moreover, it was theoretically and experimentally demonstrated that the cases where AD provides limited improvement due to phase delay between thorax and abdomen motion are easily identifiable, and can be alternatively processed using a single-channel data.
引用
收藏
页码:750 / 758
页数:9
相关论文
共 30 条
[1]   Noncontact assessment for fatigue based on heart rate variability using IR-UWB radar [J].
Ahmed, Sarfaraz ;
Lee, Yonggu ;
Lim, Young-Hyo ;
Cho, Seok-Hyun ;
Park, Hyun-Kyung ;
Cho, Sung Ho .
SCIENTIFIC REPORTS, 2022, 12 (01)
[2]  
Alarcon-Aquino V, 2009, LAT AM APPL RES, V39, P145
[3]  
[Anonymous], 2015, Doppler Radar Physiological Sensing
[4]   The minimal sampling frequency of the photoplethysmogram for accurate pulse rate variability parameters in healthy volunteers [J].
Beres, Szabolcs ;
Hejjel, Laszlo .
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2021, 68
[5]  
Boric-Lubecke O, 2023, 2023 IEEE MTT S INT, P1081
[6]   A Novel Real-Time Human Heart Rate Estimation Method for Noncontact Vital Sign Radar Detection [J].
Ding, Yipeng ;
Yu, Xiali ;
Lei, Chengxi ;
Sun, Yinhua ;
Xu, Xuemei ;
Zhang, Juan .
IEEE ACCESS, 2020, 8 (08) :88689-88699
[7]   CONTACTLESS RESPIRATION MONITORING OF INFANTS [J].
FRANKS, CI ;
BROWN, BH ;
JOHNSTON, DM .
MEDICAL & BIOLOGICAL ENGINEERING, 1976, 14 (03) :306-312
[8]  
Gao WH, 2007, IEEE WCNC, P2802
[9]  
Gao XM, 2012, IEEE ENG MED BIO, P1602, DOI 10.1109/EMBC.2012.6346251
[10]   Methodology for the determination of human respiration rate by using Doppler radar and Empirical Modal Decomposition [J].
Hernandez-Aguila, Miguel ;
Olvera-Cervantes, Jose-Luis ;
Perez-Ramos, Aldo-Eleazar ;
Corona-Chavez, Alonso .
SCIENTIFIC REPORTS, 2022, 12 (01)