標題: Design of heart rate variability processor for portable 3-lead ECG monitoring system-on-chip
作者: Fang, Wai-Chi
Huang, Hsiang-Cheh
Tseng, Shao-Yen
電子工程學系及電子研究所
Department of Electronics Engineering and Institute of Electronics
關鍵字: ECG;Heart rate variability;Integrated health-care system;Portable system;Lomb periodogram
公開日期: 1-四月-2013
摘要: The worldwide population of people over the age of 65 has been predicted to more than double from 1990 to 2025. Therefore, ubiquitous health-care systems have become an important topic of research in recent years. In this paper, an integrated system for portable electrocardiography (ECG) monitoring, with an on-board processor for time-frequency analysis of heart rate variability (HRV), is presented. The main function of proposed system comprises three parts, namely, an analog-to-digital converter (ADC) controller, an HRV processor, and a lossless compression engine. At the beginning, ECG data acquired from front-end circuits through the ADC controller is passed through the HRV processor for analysis. Next, the HRV processor performs real-time analysis of time-frequency HRV using the Lomb periodogram and a sliding window configuration. The Lomb periodogram is suited for spectral analysis of unevenly sampled data and has been applied to time-frequency analysis of HRV in the proposed system. Finally, the ECG data are compressed by 2.5 times using the lossless compression engine before output using universal asynchronous receiver/transmitter (UART). Bluetooth is employed to transmit analyzed HRV data and raw ECG data to a remote station for display or further analysis. The integrated ECG health-care system design proposed has been implemented using UMC 90 nm CMOS technology. (C) 2012 Elsevier Ltd. All rights reserved.
URI: http://dx.doi.org/10.1016/j.eswa.2012.08.042
http://hdl.handle.net/11536/21158
ISSN: 0957-4174
DOI: 10.1016/j.eswa.2012.08.042
期刊: EXPERT SYSTEMS WITH APPLICATIONS
Volume: 40
Issue: 5
起始頁: 1491
結束頁: 1504
顯示於類別:期刊論文


文件中的檔案:

  1. 000314737600008.pdf