Non-contact Blood Pressure Estimation with Pulse Wave employing Microwave Reflection

被引:6
|
作者
Ochi, Hinako [1 ]
Shimamoto, Shigeru [1 ]
Liu, Jiang [1 ]
Yamaoka, Yukino [1 ]
机构
[1] Waseda Univ, Fundamental Sci & Engn, Tokyo, Japan
关键词
non-invasive; non-contact; pulse; blood pressure; microwave;
D O I
10.1109/ICCWorkshops50388.2021.9473654
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays it is recommended to do blood pressure measurements on a daily basis at home to prevent diseases caused by high blood pressure. Blood pressure measurements methods using a cuff is most commonly used. However, it is a burden for hypertensive patients and the elderly to put on a blood pressure cuff repeatedly for the multi-metering of blood pressure. Non-contact measurement will provide a comfortable and easy method to monitor blood pressure and pulse rates continuously. This paper proposes a non-contact method to measure both pulse rates and blood pressure simultaneously. In the experiment, microwave signals were transmitted to the body and the reception intensity was measured. The microwave frequencies used in this experiment were 2.4GHz and 5.6GHz. The pulse rates and the blood pressure can be estimated by processing the data obtained from microwave reflection. The experiment results show that the 2.4GHz microwave signals have better estimation accuracy. It indicates that our proposed system is practical and has great potential for the future smart health monitoring system.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Non-contact Blood Pressure Prediction Employing Microwave Reflection based on Machine Learning
    Ochi, Hinako
    Liu, Jiang
    Shimamoto, Shigeru
    [J]. 2023 IEEE 20TH CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2023,
  • [2] Non-Contact Assessment of Blood Pressure Pulse Wave by Means of Vibrocardiography
    Scalise, L.
    Casaccia, S.
    Cosoli, G.
    Casacanditella, L.
    Pietroni, F.
    Rohrbaugh, J. W.
    Tomasini, E. P.
    [J]. ADVANCES IN LASEROLOGY, 2015, : 29 - 35
  • [3] Non-Contact Blood Pressure Estimation Using Video Pulse Waves for Ubiquitous Health Monitoring
    Yoshizawa, Makoto
    Sugita, Norihiro
    Abe, Makoto
    Tanaka, Akira
    Homma, Noriyasu
    Yambe, Tomoyuki
    [J]. 2017 IEEE 6TH GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE), 2017,
  • [4] Non-contact Blood Pressure Measurement Based on Pulse Transit Time
    Chen Pengyong
    Zhou Zuofeng
    Zhao Ting
    Cao Jianzhong
    Yang Hongtao
    [J]. TENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2018), 2018, 10806
  • [5] Fair non-contact blood pressure estimation using imaging photoplethysmography
    Fang, Hongli
    Xiong, Jiping
    He, Linying
    [J]. BIOMEDICAL OPTICS EXPRESS, 2024, 15 (04): : 2133 - 2151
  • [6] Pulse Transit Time Based Blood Pressure Estimation in LabVIEW Environment using Non-Contact ECG Electrodes and Pulse Sensor
    Guner, Aytug
    Kilickaya, Sertac
    Bayindir, N. Suha
    [J]. 2019 11TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND ELECTRONICS ENGINEERING (ELECO 2019), 2019, : 445 - 448
  • [7] Non-contact Blood Pressure Estimation Using a 300 GHz Continuous Wave Radar and Machine Learning Models
    Jung, Marie
    Canis, Michael
    Stanko, Stephan
    [J]. 2021 IEEE INTERNATIONAL SYMPOSIUM ON MEDICAL MEASUREMENTS AND APPLICATIONS (IEEE MEMEA 2021), 2021,
  • [8] Non-contact method of blood pressure estimation using only facial video
    Ryo Takahashi
    Keiko Ogawa-Ochiai
    Norimichi Tsumura
    [J]. Artificial Life and Robotics, 2020, 25 : 343 - 350
  • [9] Estimation of Systolic and Diastolic Blood Pressure in a non-contact method using microwaves
    Matsuda, Miyu
    Liu, Jiang
    Nakada, Taka-Aki
    Shimamoto, Shigeru
    [J]. 2024 IEEE 21ST CONSUMER COMMUNICATIONS & NETWORKING CONFERENCE, CCNC, 2024, : 638 - 639
  • [10] Non-Contact Respiration Rate Estimation using 24 GHz Pulse Radar Employing Envelope Detection
    Zainuddin, Suraya
    Abd Rashid, Nur Emileen
    Shariff, Khairul Khaizi Mohd
    Ali, Megat Syahirul Amin Megat
    Seman, Fauziahanim Che
    Pasya, Idnin
    [J]. 2020 IEEE INTERNATIONAL RF AND MICROWAVE CONFERENCE (RFM), 2020,