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
Link To Document :
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