A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors

Cardiovascular diseases are the leading cause of death worldwide. Due to advancements facilitating the integration of electric and adhesive technologies, long-term patch electrocardiogram (ECG) monitors (PEMs) are currently used to conduct daily continuous cardiac function assessments. This paper pr...

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Main Authors: Hong-Wen Fang, Chih-Cheng Lu
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/8/12/2379
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spelling doaj-4ef6402418b94937a3662af7c9f630c12020-11-25T00:40:27ZengMDPI AGApplied Sciences2076-34172018-11-01812237910.3390/app8122379app8122379A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram MonitorsHong-Wen Fang0Chih-Cheng Lu1Graduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei 106, TaiwanGraduate Institute of Mechanical and Electrical Engineering, National Taipei University of Technology, Taipei 106, TaiwanCardiovascular diseases are the leading cause of death worldwide. Due to advancements facilitating the integration of electric and adhesive technologies, long-term patch electrocardiogram (ECG) monitors (PEMs) are currently used to conduct daily continuous cardiac function assessments. This paper presents an ECG encoding scheme for joint lossless data compression and heartbeat detection to minimize the circuit footprint size and power consumption of a PEM. The proposed encoding scheme supports two operation modes: fixed-block mode and dynamic-block mode. Both modes compress ECG data losslessly, but only dynamic-block mode supports the heartbeat detection feature. The whole encoding scheme was implemented on a C-platform and tested with ECG data from MIT/BIH arrhythmia databases. A compression ratio of 2.1 could be achieved with a normal heartbeat. Dynamic-block mode provides heartbeat detection accuracy at a rate higher than 98%. Fixed-block mode was also implemented on the field-programmable gate array, and could be used as a chip for using analog-to-digital convertor-ready signals as an operation clock.https://www.mdpi.com/2076-3417/8/12/2379electrocardiography (ECG)patch ECG monitor
collection DOAJ
language English
format Article
sources DOAJ
author Hong-Wen Fang
Chih-Cheng Lu
spellingShingle Hong-Wen Fang
Chih-Cheng Lu
A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
Applied Sciences
electrocardiography (ECG)
patch ECG monitor
author_facet Hong-Wen Fang
Chih-Cheng Lu
author_sort Hong-Wen Fang
title A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
title_short A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
title_full A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
title_fullStr A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
title_full_unstemmed A Real Time and Lossless Encoding Scheme for Patch Electrocardiogram Monitors
title_sort real time and lossless encoding scheme for patch electrocardiogram monitors
publisher MDPI AG
series Applied Sciences
issn 2076-3417
publishDate 2018-11-01
description Cardiovascular diseases are the leading cause of death worldwide. Due to advancements facilitating the integration of electric and adhesive technologies, long-term patch electrocardiogram (ECG) monitors (PEMs) are currently used to conduct daily continuous cardiac function assessments. This paper presents an ECG encoding scheme for joint lossless data compression and heartbeat detection to minimize the circuit footprint size and power consumption of a PEM. The proposed encoding scheme supports two operation modes: fixed-block mode and dynamic-block mode. Both modes compress ECG data losslessly, but only dynamic-block mode supports the heartbeat detection feature. The whole encoding scheme was implemented on a C-platform and tested with ECG data from MIT/BIH arrhythmia databases. A compression ratio of 2.1 could be achieved with a normal heartbeat. Dynamic-block mode provides heartbeat detection accuracy at a rate higher than 98%. Fixed-block mode was also implemented on the field-programmable gate array, and could be used as a chip for using analog-to-digital convertor-ready signals as an operation clock.
topic electrocardiography (ECG)
patch ECG monitor
url https://www.mdpi.com/2076-3417/8/12/2379
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