IIR Based Digital Filter Design for Denoising the Photoplethysmography Signal

被引:3
|
作者
Eris, Omer [1 ]
Eris, Seval Bulut [1 ]
Bilgin, Cahit [2 ]
Bozkurt, Mehmet Recep [3 ]
机构
[1] Bursa Uludag Univ Inegol MYO, Elekt & Enerji, Bursa, Turkey
[2] Sakarya Univ, Tip Fak, Dahili Tip Bilimleri, Sakarya, Turkey
[3] Sakarya Univ, Muhendislik Fak, Elekt Elekt Muhendisligi, Sakarya, Turkey
来源
29TH IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS (SIU 2021) | 2021年
关键词
photoplethysmography; ppg; butterworth; chebyshev; elliptic; filter; mean square error; mean absolute error; signal to noise ratio; peak signal to noise ratio; cross correlation;
D O I
10.1109/SIU53274.2021.9477993
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Photoplethysmography is a bioelectrical signal obtained from regions where the body's capillaries are dense, providing information about flowing blood volume. PPG signals contain a lot of information about the physiological and biological state of the person and are obtained with a lot of noise. In this study, Butterworth, Chebyshev Type I, Chebyshev Type II and Elliptic digital filters with Infinite Impulse Response were used to purify the PPG signal from noise. Performance analyzes were made with different values of filter parameters for each filter and the results were compared. As statistical parameters in performance analysis, Mean Square Error, Mean Absolute Error, Signal to Noise Ratio, Peak Signal to Noise Ratio and Cross Correlation criteria were used. According to the performance analysis results, a system in which the optimum filter parameters and filter type are determined for filtering the PPG signal is proposed.
引用
收藏
页数:4
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