The 4th-order Chebyshev II filter improved photoplethysmogram signal quality more effectively than 8 other types of filters across 10 different orders.
Observational (n=219)
No
Photoplethysmogram (PPG) signal processing (n=219)
Chebyshev II filter (4th order) vs 8 other filter types (including Butterworth, Chebyshev I, Elliptic, Wavelet, etc.) with 10 different orders
Skewness Signal Quality Index (SSQI)
Abstract A photoplethysmogram (PPG) contains a wealth of cardiovascular system information, and with the development of wearable technology, it has become the basic technique for evaluating cardiovascular health and detecting diseases. However, due to the varying environments in which wearable devices are used and, consequently, their varying susceptibility to noise interference, effective processing of PPG signals is challenging. Thus, the aim of this study was to determine the optimal filter and filter order to be used for PPG signal processing to make the systolic and diastolic waves more salient in the filtered PPG signal using the skewness quality index. Nine types of filters with 10 different orders were used to filter 219 (2.1s) short PPG signals. The signals were divided into three categories by PPG experts according to their noise levels: excellent, acceptable, or unfit. Results show that the Chebyshev II filter can improve the PPG signal quality more effectively than other types of filters and that the optimal order for the Chebyshev II filter is the 4 th order.
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Yongbo Liang
Guilin Medical University
Mohamed Elgendi
Preventive Cardiology
Zhencheng Chen
Guangxi University
Scientific Data
University of British Columbia
British Columbia Children's Hospital
Guilin University of Electronic Technology
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Liang et al. (Tue,) conducted a observational in Photoplethysmogram (PPG) signal processing (n=219). Chebyshev II filter (4th order) vs. 8 other filter types (including Butterworth, Chebyshev I, Elliptic, Wavelet, etc.) with 10 different orders was evaluated on Skewness Signal Quality Index (SSQI). The 4th-order Chebyshev II filter improved photoplethysmogram signal quality more effectively than 8 other types of filters across 10 different orders.
synapsesocial.com/papers/6a167e505deceb32b7656075 — DOI: https://doi.org/10.1038/sdata.2018.76