DocumentCode
3547172
Title
Artificial neural network integrated heart rate variability with detection system
Author
Chen-Shen Huang ; Kong-Sheng Huang ; Gwo-Jia Jong
Author_Institution
Electron. Eng., Nat. Kaohsiung Univ. of Appl. Sci., Kaohsiung, Taiwan
fYear
2013
fDate
2-4 Nov. 2013
Firstpage
275
Lastpage
280
Abstract
This paper describes an expert system of bio-information, which is combined with the smart devices using wireless sensor network (WSN). The physiological signals can be acquired by some wireless bio-sensor module, such as electrocardiogram (ECG), heart rate (HR), heart rate variability (HRV) and autonomic nervous system (ANS) activity, etc. The smart device transmits the bio-information by wireless network, which provides the real-time expert consultation function requirements for the purpose of bio-information analysis, storage and decision. The smart device is also connected the expert system server by the wireless network The HRV detection parameter value is adopted the criteria and basis for the features of diabetes by using artificial neural network (ANN) algorithm. The remote client can be inquired the bio-information at any time on internet information service (IIS) platform. In addition, the system platform is adequate for comparing the data files. The bio-information and diabetes information can be provided for the alert message timely and actively. The system of this paper is achieved a ubiquitous mobile physiological monitor purpose.
Keywords
bioinformatics; biomedical communication; electrocardiography; expert systems; neural nets; physiology; telemedicine; wireless sensor networks; ANN algorithm; ANS activity; ECG; HRV detection parameter value; IIS platform; Internet information service platform; WSN; artificial neural network integrated heart rate variability; autonomic nervous system; bioinformation; data files; detection system; diabete information; electrocardiogram; expert system server; physiological signals; real-time expert consultation function; smart devices; ubiquitous mobile physiological monitor; wireless biosensor module; wireless sensor network; Accuracy; Artificial neural networks; Biomedical monitoring; Diabetes; Heart rate variability; Medical diagnostic imaging; Training; ANN; Diabetes; HRV; Smart device; WSN;
fLanguage
English
Publisher
ieee
Conference_Titel
Awareness Science and Technology and Ubi-Media Computing (iCAST-UMEDIA), 2013 International Joint Conference on
Conference_Location
Aizuwakamatsu
Type
conf
DOI
10.1109/ICAwST.2013.6765447
Filename
6765447
Link To Document