Implementation of Digital Filters for Real-Time PPG Signal Processing in VLC
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Published:2022-12-21
Issue:01
Volume:22
Page:
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ISSN:0219-4775
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Container-title:Fluctuation and Noise Letters
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language:en
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Short-container-title:Fluct. Noise Lett.
Author:
Priyadharsini R.1,
Kunthavai A.1
Affiliation:
1. Department of CSE, Coimbatore Institute of Technology, Coimbatore, India
Abstract
Health care units depend on Wi-Fi or local area networks for biomedical data communication within their premises. The major hazard associated with biomedical data communication in healthcare units is radio frequency interference with medical devices. Visible light communication (VLC) is a developing technology that solves the issue of RF interference in healthcare units. Long-range communication is a great challenge in VLC as the transmitted data get corrupted by noise from ambient light and degrade with distance. Hence it is necessary to upgrade the signal condition and eradicate the noise due to ambient light interference. The proposed work addresses these issues and enables robust communication in healthcare units. The experimental validation of the proposed work has been executed by analyzing the VLC communication performance up to a distance of 5[Formula: see text]m. The proposed work focuses on implementation of digital filters like finite impulse response, infinite impulse response and least mean square adaptive filter for PPG signal processing. The least mean square filter showed a superior performance with a mean square error of 7.23e[Formula: see text] than the other filters, leading to an accurate diagnosis for patients without any RF interference inside healthcare units.
Publisher
World Scientific Pub Co Pte Ltd
Subject
General Physics and Astronomy,General Mathematics
Cited by
1 articles.
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1. VLC-enabled monitoring in a healthcare setting: Overview and Challenges;2023 South American Conference On Visible Light Communications (SACVLC);2023-11-08