• DocumentCode
    741155
  • Title

    A Robust Algorithm for Real-Time Peak Detection of Photoplethysmograms Using a Personal Computer Mouse

  • Author

    Thang Viet Tran ; Wan-Young Chung

  • Author_Institution
    Dept. of Electron. Eng., Pukyong Nat. Univ., Busan, South Korea
  • Volume
    15
  • Issue
    8
  • fYear
    2015
  • Firstpage
    4651
  • Lastpage
    4659
  • Abstract
    Monitoring the photoplethysmogram (PPG) signal is essential for cardiovascular patients in the hospital or at home, as well as for those working in front of a personal computer (PC) at the office every day. Therefore, we developed a wireless PPG mouse that consists of a PC mouse, PPG sensor, and Bluetooth mote. The sensor is located within the PC mouse, therefore, the structure of the ordinary mouse is not changed. A user´s thumb can easily touch the surface of a sensor for PPG signal monitoring. However, it is challenging to process the signals collected from the PPG mouse, especially in the cases where the mouse moves quickly or the user performs multiple actions on the mouse buttons. In this paper, we propose a robust algorithm to detect the PPG peak under big motion artifact conditions. In the proposed algorithm, an adaptive method enables simultaneous detection of true peaks and eliminates fake peaks from the acquired PPG signal. Next, these detected error peaks can be corrected by a random error estimator. The combination of two sequential methods enhances the robustness of the algorithm for distinguishing irregular PPG patterns. The proposed algorithm presents an advantage for real-time applications and continuous heart rate monitoring systems using a wireless PPG sensor implemented in a PC mouse.
  • Keywords
    error analysis; medical signal detection; photoplethysmography; PPG signal monitoring; cardiovascular patients; continuous heart rate monitoring systems; hospital; motion artifact; personal computer mouse; photoplethysmograms; random error estimator; real time peak detection; Biomedical monitoring; Bluetooth; Heart rate; Mice; Monitoring; Sensor systems; PPG mouse; Robust algorithm; photoplethysmogram (PPG); real-time peak detection;
  • fLanguage
    English
  • Journal_Title
    Sensors Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1530-437X
  • Type

    jour

  • DOI
    10.1109/JSEN.2015.2424979
  • Filename
    7098337