• DocumentCode
    2234230
  • Title

    A network reliability oriented event detection scheme for Wireless Sensors and Actors Networks

  • Author

    Dima, Sofia-Maria ; Antonopoulos, Chnstos ; Gialelis, John ; Koubias, Stavros

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Patras, Patras, Greece
  • fYear
    2012
  • fDate
    19-21 March 2012
  • Firstpage
    362
  • Lastpage
    367
  • Abstract
    Wireless Sensors and Actors Networks (WSANs) emphasize the necessity of accurate event detection in order to achieve ubiquitous monitoring in realistic environments and perform appropriate actions on them. One of the most significant applications is health monitoring. This paper is aiming to propose a fuzzy logic system based on multi-sensor vital and environmental data, in order to detect distress situations. Also, a data accuracy fuzzy system is presented in order to estimate the network confidence. Both systems have been evaluated in order to demonstrate their validity and usefulness. The outputs of the aforementioned systems are associated so as to trigger the optimal acting tasks. The proposed data fusion scheme aims at improving the reliability of the system and can be adaptively modified and further enhanced in terms of more sensor readings, number of rules etc.
  • Keywords
    biomedical communication; fuzzy logic; fuzzy systems; health care; patient monitoring; sensor fusion; telecommunication network reliability; ubiquitous computing; wireless sensor networks; WSAN; data accuracy fuzzy system; data fusion; distress situation detection; environmental data; fuzzy logic system; health monitoring; multisensor vital data; network confidence; network reliability oriented event detection scheme; optimal acting task; sensor reading; ubiquitous monitoring; wireless sensors and actors network; Medical services; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Technology (ICIT), 2012 IEEE International Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4673-0340-8
  • Type

    conf

  • DOI
    10.1109/ICIT.2012.6209964
  • Filename
    6209964