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

作者：Tran Thang Viet^*; Chung Wan Young

来源：IEEE Sensors Journal, 2015, 15(8): 4651-4659.

DOI：10.1109/JSEN.2015.2424979

• Robust algorithm
• photoplethysmogram (PPG)
• PPG mouse
• real-time peak detection

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.

• 出版日期2015-8