Wireless Sensor-Based Smart-Clothing Platform for ECG Monitoring
Joint Authors
Wang, Jie
Lin, Chung-Chih
Yu, Yan-Shuo
Yu, Tsang-Chu
Source
Computational and Mathematical Methods in Medicine
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-11-12
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
The goal of this study is to use wireless sensor technologies to develop a smart clothes service platform for health monitoring.
Our platform consists of smart clothes, a sensor node, a gateway server, and a health cloud.
The smart clothes have fabric electrodes to detect electrocardiography (ECG) signals.
The sensor node improves the accuracy of QRS complexes detection by morphology analysis and reduces power consumption by the power-saving transmission functionality.
The gateway server provides a reconfigurable finite state machine (RFSM) software architecture for abnormal ECG detection to support online updating.
Most normal ECG can be filtered out, and the abnormal ECG is further analyzed in the health cloud.
Three experiments are conducted to evaluate the platform’s performance.
The results demonstrate that the signal-to-noise ratio (SNR) of the smart clothes exceeds 37 dB, which is within the “very good signal” interval.
The average of the QRS sensitivity and positive prediction is above 99.5%.
Power-saving transmission is reduced by nearly 1980 times the power consumption in the best-case analysis.
American Psychological Association (APA)
Wang, Jie& Lin, Chung-Chih& Yu, Yan-Shuo& Yu, Tsang-Chu. 2015. Wireless Sensor-Based Smart-Clothing Platform for ECG Monitoring. Computational and Mathematical Methods in Medicine،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1057858
Modern Language Association (MLA)
Wang, Jie…[et al.]. Wireless Sensor-Based Smart-Clothing Platform for ECG Monitoring. Computational and Mathematical Methods in Medicine No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1057858
American Medical Association (AMA)
Wang, Jie& Lin, Chung-Chih& Yu, Yan-Shuo& Yu, Tsang-Chu. Wireless Sensor-Based Smart-Clothing Platform for ECG Monitoring. Computational and Mathematical Methods in Medicine. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1057858
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1057858