Non-Contact Vital Signs Monitoring of Dog and Cat Using a UWB Radar

被引:30
|
作者
Wang, Pengfei [1 ]
Ma, Yangyang [1 ]
Liang, Fulai [1 ]
Zhang, Yang [1 ]
Yu, Xiao [1 ]
Li, Zhao [1 ]
An, Qiang [1 ]
Lv, Hao [1 ]
Wang, Jianqi [1 ]
机构
[1] Fourth Mil Med Univ, Sch Biomed Engn, Dept Med Elect, Xian 710032, Peoples R China
来源
ANIMALS | 2020年 / 10卷 / 02期
基金
中国国家自然科学基金;
关键词
cat; dog; vital signs monitoring; radar; ultra-wideband (UWB); variational mode decomposition (VMD); VARIATIONAL MODE DECOMPOSITION; HEART-RATE-VARIABILITY; ELECTROCARDIOGRAM; MICROWAVE; SENSORS; FAULT;
D O I
10.3390/ani10020205
中图分类号
S8 [畜牧、 动物医学、狩猎、蚕、蜂];
学科分类号
0905 ;
摘要
Simple Summary In this paper, we presented a new non-contact method to measure the vital signs of at-rest pets, where the ultra-wideband radar was applied for previously unachievable sensing ability and testing convenience. The proposed scheme did not interfere with the daily rhythm of the pet being tested; most subjects would not even notice the ongoing real-time monitoring due to the larger measurement coverage of the radar sensor. Through this work, we provided an innovative tool to promote not only the measurement of pet vital signs but also the improvement of animal welfare to prevent invasive, dangerous, and unacceptable contact measurement techniques, such as anesthesia, hair removal, and surgical implants. In addition, the proposed method could realize the daily vital signs measurement and sleep monitoring of dogs and cats, which is important for the diagnosis and timely treatment of pet diseases. As pets are considered members of the family, their health has received widespread attention. Since pets cannot talk and complain when they feel uncomfortable, monitoring vital signs becomes very helpful in disease detection, as well as observing their progression and response to treatment. In this study, we proposed an ultra-wideband radar-based, non-contact animal vital sign monitoring scheme that could monitor the breathing and heart rate of a pet in real-time. The primary advantage of the ultra-wideband radar was its ability to operate remotely without electrodes or wires and through any clothing or fur. Because of the existing noise and clutter in non-contact detection, background noise removal was applied. Furthermore, the respiration rate was directly obtained through spectrum analysis, while the heartbeat signal was extracted by the variational mode decomposition algorithm. By using electrocardiogram measurements, we verified the accuracy of the radar technology in detecting the anesthetized animals' respiratory rate and heart rate. Besides, three beagles and five cats in a non-sedated state were measured by radar and contact pressure sensors simultaneously; the experimental results showed that radar could effectively measure the respiration of cats and dogs, and the accuracy rate was over 95%. Due to its excellent performance, the proposed method has the potential to become a new choice in application scenarios, such as pet sleep monitoring and health assessment.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Vital-CUBE: A Non-Contact Vital Sign Monitoring System Using Medical Radar for Ubiquitous Home Healthcare
    Sun, Guanghao
    Gatoh, Shinji
    Zhao, Zijun
    Kim, Seokjin
    Suzuki, Satoshi
    Imamoglu, Nevrez
    Yu, Wenwei
    Matsui, Takemi
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2014, 4 (06) : 863 - 867
  • [32] Method of Estimating Positions for Multiple People in Non-Contact Vital Signs Monitoring Systems
    Kashiwagi, Masaya
    Inoue, Toshiyuki
    Okamoto, Masanao
    Tsuchiya, Akira
    Kishine, Keiji
    2022 INTERNATIONAL CONFERENCE ON ELECTRONICS, INFORMATION, AND COMMUNICATION (ICEIC), 2022,
  • [33] Robust Phased Array Non-Contact Vital Signs Monitoring in an Office Cubicle Setting
    Hall, T.
    Tsay, J.
    Dominguez, G.
    Boothby, A.
    Das, V.
    Lopez, J.
    Nguyen, T.
    Banister, R. E.
    Lie, D. Y. C.
    2014 INTERNATIONAL CONFERENCE ON INTELLIGENT GREEN BUILDING AND SMART GRID (IGBSG), 2014,
  • [34] Non-contact vital sign monitoring in the clinic
    Villarroel, Mauricio
    Jorge, Joao
    Pugh, Chris
    Tarassenko, Lionel
    2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017), 2017, : 278 - 285
  • [35] UWB Radar for Non-contact Heart Rate Variability Monitoring and Mental State Classification
    Han, Yang
    Lauteslager, Timo
    Lande, Tor S.
    Constandinou, Timothy G.
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 6578 - 6582
  • [36] Method for Distinguishing Humans and Animals in Vital Signs Monitoring Using IR-UWB Radar
    Wang, Pengfei
    Zhang, Yang
    Ma, Yangyang
    Liang, Fulai
    An, Qiang
    Xue, Huijun
    Yu, Xiao
    Lv, Hao
    Wang, Jianqi
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 16 (22)
  • [37] Non-Contact Human Activity Classification using DCNN based on UWB Radar
    Chen, Wenying
    Ding, Chuanwei
    Zou, Yu
    Zhang, Li
    Gu, Chen
    Hong, Hong
    Zhu, Xiaohua
    2019 IEEE MTT-S INTERNATIONAL MICROWAVE BIOMEDICAL CONFERENCE (IMBIOC 2019), 2019,
  • [38] Spectrum-Averaged Harmonic Path (SHAPA) Algorithm for Non-Contact Vital Sign Monitoring with Ultra-wideband (UWB) Radar
    Van Nguyen
    Javaid, Abdul Q.
    Weitnauer, Mary Ann
    2014 36TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2014, : 2241 - 2244
  • [39] Small Motion Detection and Non-Contact Vital Signs Monitoring with Continuous Wave Doppler Radars
    Seflek, Ibrahim
    Acar, Yunus Emre
    Yaldiz, Ercan
    ELEKTRONIKA IR ELEKTROTECHNIKA, 2020, 26 (03) : 54 - 60
  • [40] Extending the Range of Phased Array Non-Contact Vital Signs Monitoring in an Office Cubicle Setting
    Hall, T.
    Stout, C.
    Brewer, N.
    Dominguez, G.
    Tsay, J.
    Boothby, A.
    Das, V.
    Lopez, J.
    Nguyen, T.
    Banister, R. E.
    Lie, D. Y. C.
    2014 TEXAS SYMPOSIUM ON WIRELESS AND MICROWAVE CIRCUITS AND SYSTEMS (WMCS), 2014,