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Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals

The transform domain provides a useful tool in the field of confidential data hiding and protection. In order to protect and transmit patients’ information and competence, this study develops an amplitude quantization system in a transform domain by hiding patients’ information in an electrocardiogr...

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Autores principales: Chen, Shuo-Tsung, Ye, Ren-Jie, Wu, Tsung-Hsien, Cheng, Chun-Wen, Zhan, Po-You, Chen, Kuan-Ming, Zhong, Wan-Yu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675253/
https://www.ncbi.nlm.nih.gov/pubmed/38005585
http://dx.doi.org/10.3390/s23229199
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author Chen, Shuo-Tsung
Ye, Ren-Jie
Wu, Tsung-Hsien
Cheng, Chun-Wen
Zhan, Po-You
Chen, Kuan-Ming
Zhong, Wan-Yu
author_facet Chen, Shuo-Tsung
Ye, Ren-Jie
Wu, Tsung-Hsien
Cheng, Chun-Wen
Zhan, Po-You
Chen, Kuan-Ming
Zhong, Wan-Yu
author_sort Chen, Shuo-Tsung
collection PubMed
description The transform domain provides a useful tool in the field of confidential data hiding and protection. In order to protect and transmit patients’ information and competence, this study develops an amplitude quantization system in a transform domain by hiding patients’ information in an electrocardiogram (ECG). In this system, we first consider a non-linear model with a hiding state switch to enhance the quality of the hidden ECG signals. Next, we utilize particle swarm optimization (PSO) to solve the non-linear model so as to have a good signal-to-noise ratio (SNR), root mean square error (RMSE), and relative root mean square error (rRMSE). Accordingly, the distortion of the shape in each ECG signal is tiny, while the hidden information can fulfill the needs of physiological diagnostics. The extraction of hidden information is reversely similar to a hiding procedure without primary ECG signals. Preliminary outcomes confirm the effectiveness of our proposed method, especially an Amplitude Similarity of almost 1, an Interval RMSE of almost 0, and SNRs all above 30.
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spelling pubmed-106752532023-11-15 Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals Chen, Shuo-Tsung Ye, Ren-Jie Wu, Tsung-Hsien Cheng, Chun-Wen Zhan, Po-You Chen, Kuan-Ming Zhong, Wan-Yu Sensors (Basel) Article The transform domain provides a useful tool in the field of confidential data hiding and protection. In order to protect and transmit patients’ information and competence, this study develops an amplitude quantization system in a transform domain by hiding patients’ information in an electrocardiogram (ECG). In this system, we first consider a non-linear model with a hiding state switch to enhance the quality of the hidden ECG signals. Next, we utilize particle swarm optimization (PSO) to solve the non-linear model so as to have a good signal-to-noise ratio (SNR), root mean square error (RMSE), and relative root mean square error (rRMSE). Accordingly, the distortion of the shape in each ECG signal is tiny, while the hidden information can fulfill the needs of physiological diagnostics. The extraction of hidden information is reversely similar to a hiding procedure without primary ECG signals. Preliminary outcomes confirm the effectiveness of our proposed method, especially an Amplitude Similarity of almost 1, an Interval RMSE of almost 0, and SNRs all above 30. MDPI 2023-11-15 /pmc/articles/PMC10675253/ /pubmed/38005585 http://dx.doi.org/10.3390/s23229199 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
Chen, Shuo-Tsung
Ye, Ren-Jie
Wu, Tsung-Hsien
Cheng, Chun-Wen
Zhan, Po-You
Chen, Kuan-Ming
Zhong, Wan-Yu
Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals
title Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals
title_full Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals
title_fullStr Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals
title_full_unstemmed Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals
title_short Patient Confidential Data Hiding and Transmission System Using Amplitude Quantization in the Frequency Domain of ECG Signals
title_sort patient confidential data hiding and transmission system using amplitude quantization in the frequency domain of ecg signals
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10675253/
https://www.ncbi.nlm.nih.gov/pubmed/38005585
http://dx.doi.org/10.3390/s23229199
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