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Title: | Comparison of two methods for demodulation of pulse signals – application in case of central sleep apnea |
Authors: | Ronan, Le Page Nguyen, Quang Vinh Jean-Marc, Goujon Monique, Thual Luiz, Poffo |
Keywords: | AM-FM demodulation Singular Spectrum Analysis (SSA) Heart and Respiratory Rates Optical pulse signal |
Issue Date: | 2020 |
Series/Report no.: | Vietnam Journal of Science and Technology;Vol.58(03) .- P.328-343 |
Abstract: | In the field of 24/7 human health monitoring, pervasive computing makes possible the continuous analysis of physiological parameters from an ambulatory device with a great acceptability. This paper presents two methods for obtaining cardiac and respiratory rates from a single arterial pressure signal: AM-FM demodulation and Singular Spectrum Analysis (SSA). With the aim to monitor sleep apnea, two simulated central sleep apnea were performed and recorded with Biopac reference system. The results showed a good evaluation of the cardiac rate with Singular Spectrum Analysis and bad results with AM-FM demodulation. For the respiration rate, some other signals were tested with average results for both methods. Further experiments will deal with real sleep apnea cases and algorithm improvements. |
URI: | https://dspace.ctu.edu.vn/jspui/handle/123456789/32234 |
ISSN: | 2525-2518 |
Appears in Collections: | Vietnam journal of science and technology |
Files in This Item:
File | Description | Size | Format | |
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_file_ Restricted Access | 3.57 MB | Adobe PDF | ||
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