Title
Artificial Neural Network Expert System for Integrated Heart Rate Variability
Abstract
This paper describes the combination of an expert system for bio-information with smart devices using a wireless sensor network. A wireless bio-sensor module acquires physiological signals, including electrocardiogram, heart rate, heart rate variability (HRV) and autonomic nervous system activity. The smart device transmits the bio-information over a wireless network to a real-time expert consultation function for analysis, storage and decision making. An artificial neural network algorithm detects the HRV parameters and examines them for features of diabetes. A centralized internet information service platform can interrogate the remote client at any time for its bio-information. In addition, the system platform can compare data files. Bio-information and diabetes information can trigger timely alert messages. The system described in this paper could be the basis for a ubiquitous mobile physiological monitor.
Year
DOI
Venue
2014
10.1007/s11277-013-1373-8
Wireless Personal Communications
Keywords
Field
DocType
expert system,artificial neural network expert,wireless network,centralized internet information service,wireless sensor network,smart device,wireless bio-sensor module,artificial neural network algorithm,system platform,integrated heart rate variability,hrv parameter,autonomic nervous system activity
Wireless network,Smart device,Wireless,Computer science,Heart rate variability,Expert system,Computer network,Real-time computing,Artificial neural network,Wireless sensor network,The Internet
Journal
Volume
Issue
ISSN
75
1
1572-834X
Citations 
PageRank 
References 
0
0.34
6
Authors
4
Name
Order
Citations
PageRank
Gwo-Jia Jong15918.97
Chen-Shen Huang201.01
Gwo-Jeng Yu371.39
Gwo-Jiun Horng49923.82