Title :
Breathing motion artifact cancellation in PPG-based heart rate sensing
Author :
Shimazaki, Takunori ; Hara, Shinsuke
Author_Institution :
Grad. Sch. of Eng., Osaka City Univ., Osaka, Japan
Abstract :
We have developed a photoplethysmography (PPG)-based heart rate (HR) sensor [1], which is equipped with two sensors; one is a normal PPG sensor and the other is a motion artifact sensor. In the PPG-based HR sensor, applying an adaptive filter algorithm for the outputs from the two sensors, it can effectively cancel motion artifact induced by vigorous exercise. Breathing motion is also one of the main sources of artifact in PPG-based HR sensing. In this paper, we evaluate the cancellation performance of breathing motion artifact by the PPG-based HR sensor in experiments using five subjects.
Keywords :
adaptive filters; biomedical equipment; cardiology; medical signal processing; motion compensation; photoplethysmography; pneumodynamics; signal reconstruction; PPG-based HR sensor; PPG-based heart rate sensing; adaptive filter algorithm; artifact cancellation performance evaluation; artifact source; breathing motion artifact cancellation; exercise effect; motion artifact sensor; normal PPG sensor; photoplethysmography-based HR sensor; Band-pass filters; Electrocardiography; Hardware; Heart rate; Light emitting diodes; Sensors; Skin; adaptive cancellation; breathing motion artifact; heart rate sensing; photoplethysmography;
Conference_Titel :
Medical Information and Communication Technology (ISMICT), 2015 9th International Symposium on
Conference_Location :
Kamakura
DOI :
10.1109/ISMICT.2015.7107528