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Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array
The human radial artery pulse carries a rich array of biomedical information. Accurate detection of pulse signal waveform and the identification of the corresponding pulse condition are helpful in understanding the health status of the human body. In the process of pulse detection, there are some pr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9866582/ https://www.ncbi.nlm.nih.gov/pubmed/36679632 http://dx.doi.org/10.3390/s23020835 |
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author | Liu, Yan-Yun Lv, Yu-Xiang Xue, Hai-Bin |
author_facet | Liu, Yan-Yun Lv, Yu-Xiang Xue, Hai-Bin |
author_sort | Liu, Yan-Yun |
collection | PubMed |
description | The human radial artery pulse carries a rich array of biomedical information. Accurate detection of pulse signal waveform and the identification of the corresponding pulse condition are helpful in understanding the health status of the human body. In the process of pulse detection, there are some problems, such as inaccurate location of radial artery key points, poor signal noise reduction effect and low accuracy of pulse recognition. In this system, the pulse signal waveform is collected by the main control circuit and the new piezoelectric sensor array combined with the wearable wristband, creating the hardware circuit. The key points of radial artery are located by an adaptive pulse finding algorithm. The pulse signal is denoised by wavelet transform, iterative sliding window and prediction reconstruction algorithm. The slippery pulse and the normal pulse are recognized by feature extraction and classification algorithm, so as to analyze the health status of the human body. The system has accurate pulse positioning, good noise reduction effect, and the accuracy of intelligent analysis is up to 98.4%, which can meet the needs of family health care. |
format | Online Article Text |
id | pubmed-9866582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-98665822023-01-22 Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array Liu, Yan-Yun Lv, Yu-Xiang Xue, Hai-Bin Sensors (Basel) Article The human radial artery pulse carries a rich array of biomedical information. Accurate detection of pulse signal waveform and the identification of the corresponding pulse condition are helpful in understanding the health status of the human body. In the process of pulse detection, there are some problems, such as inaccurate location of radial artery key points, poor signal noise reduction effect and low accuracy of pulse recognition. In this system, the pulse signal waveform is collected by the main control circuit and the new piezoelectric sensor array combined with the wearable wristband, creating the hardware circuit. The key points of radial artery are located by an adaptive pulse finding algorithm. The pulse signal is denoised by wavelet transform, iterative sliding window and prediction reconstruction algorithm. The slippery pulse and the normal pulse are recognized by feature extraction and classification algorithm, so as to analyze the health status of the human body. The system has accurate pulse positioning, good noise reduction effect, and the accuracy of intelligent analysis is up to 98.4%, which can meet the needs of family health care. MDPI 2023-01-11 /pmc/articles/PMC9866582/ /pubmed/36679632 http://dx.doi.org/10.3390/s23020835 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Yan-Yun Lv, Yu-Xiang Xue, Hai-Bin Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array |
title | Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array |
title_full | Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array |
title_fullStr | Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array |
title_full_unstemmed | Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array |
title_short | Intelligent Wearable Wrist Pulse Detection System Based on Piezoelectric Sensor Array |
title_sort | intelligent wearable wrist pulse detection system based on piezoelectric sensor array |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9866582/ https://www.ncbi.nlm.nih.gov/pubmed/36679632 http://dx.doi.org/10.3390/s23020835 |
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