Single-Frequency Ultrasound-Based Respiration Rate Estimation with Smartphones

被引:10
|
作者
Ge, Linfei [1 ]
Zhang, Jin [1 ]
Wei, Jing [2 ]
机构
[1] Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen, Guangdong, Peoples R China
[2] Southern Univ Sci & Technol, Dept Elect & Elect Engn, Shenzhen, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1155/2018/3675974
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Respiration monitoring is helpful in disease prevention and diagnosis. Traditional respiration monitoring requires users to wear devices on their bodies, which is inconvenient for them. In this paper, we aim to design a noncontact respiration rate detection system utilizing off-the-shelf smartphones. We utilize the single-frequency ultrasound as the media to detect the respiration activity. By analyzing the ultrasound signals received by the built-in microphone sensor in a smartphone, our system can derive the respiration rate of the user. The advantage of our method is that the transmitted signal is easy to generate and the signal analysis is simple, which has lower power consumption and thus is suitable for long-term monitoring in daily life. The experimental result shows that our system can achieve accurate respiration rate estimation under various scenarios.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Autocorrelation-based algorithm for single-frequency estimation
    Xiao, Yang-Can
    Wei, Ping
    Tai, Heng-Ming
    [J]. SIGNAL PROCESSING, 2007, 87 (06) : 1224 - 1233
  • [2] Small Ultrasound-Based Corrosion Sensor for Intraday Corrosion Rate Estimation
    Chathurani Thibbotuwa, Upeksha
    Cortes, Ainhoa
    Irizar, Andoni
    [J]. SENSORS, 2022, 22 (21)
  • [3] An iterative algorithm for single-frequency estimation
    Brown, T
    Wang, MM
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (11) : 2671 - 2682
  • [4] Ultrasound-based robot position estimation
    Wehn, HW
    Belanger, PR
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1997, 13 (05): : 682 - 692
  • [5] Ultrasound-based strain rate estimation of moving, fully-developed speckle
    Jackson, JI
    Thomas, LJ
    [J]. 2001 IEEE ULTRASONICS SYMPOSIUM PROCEEDINGS, VOLS 1 AND 2, 2001, : 1593 - 1596
  • [6] Application of ultrasound-based velocity estimate statistics to strain-rate estimation
    Jackson, JI
    Thomas, LJ
    [J]. IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, 2003, 50 (11) : 1464 - 1473
  • [7] FURTHER RESULTS IN THE FAST ESTIMATION OF A SINGLE-FREQUENCY
    FITZ, MP
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1994, 42 (2-4) : 862 - 864
  • [8] Improving ultrasound-based prostate volume estimation
    Saro Aprikian
    Murilo Luz
    Fadi Brimo
    Eleonora Scarlata
    Lucie Hamel
    Fabio L. Cury
    Simon Tanguay
    Armen G. Aprikian
    Wassim Kassouf
    Simone Chevalier
    [J]. BMC Urology, 19
  • [9] Computationally Efficient Single-Frequency Estimation Scheme in High-Rate WPAN Systems
    Shin, Won-Jae
    Seo, Jeongwook
    You, Young-Hwan
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2013, 72 (01) : 521 - 533
  • [10] Improving ultrasound-based prostate volume estimation
    Aprikian, Saro
    Luz, Murilo
    Brimo, Fadi
    Scarlata, Eleonora
    Hamel, Lucie
    Cury, Fabio L.
    Tanguay, Simon
    Aprikian, Armen G.
    Kassouf, Wassim
    Chevalier, Simone
    [J]. BMC UROLOGY, 2019, 19 (1) : 68