Design of ICA to Extract Respiration Signal From PPG Signal

Design of ICA to Extract Respiration Signal From PPG Signal

초록

Respiration signal of the vital signs is an important parameter in clinical parts. To extract the respiration signal from PPG signal for mobile healthcare system is difficult because the bands of the motion artifacts and respiration in the frequency domain are overlapped. This study to improve this problem suggested a respiration extraction method using the independent component analysis and evaluated its performances. In results of evaluation, the ICA method showed better performance than LPF suggested recently.

키워드

mobile healthcare; respiration signal; photoplethysmograph; independent component analysis.
제목
Design of ICA to Extract Respiration Signal From PPG Signal
제목 (타언어)
Design of ICA to Extract Respiration Signal From PPG Signal
저자
이주원; 이병로
발행일
2011
저널명
Journal of Information and Communication Convergence Engineering
권
9
호
2
페이지
220 ~ 223