• 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