• DocumentCode
    468243
  • Title

    A Sensor Failure Management Method Based on Fuzzy Neural Network

  • Author

    Ni, Jian-Jun ; Niu, Xiao-Ping

  • Author_Institution
    Hohai Univ., Changzhou
  • Volume
    2
  • fYear
    2007
  • fDate
    24-27 Aug. 2007
  • Firstpage
    427
  • Lastpage
    431
  • Abstract
    The sensor management is a new technology, which is developing quickly with the information fusion technology, and become the key part of the information fusion system to improve its performance and function. The sensor failure management is one of the important tasks of the sensor management system, and is present problem under hot discussion. Aim at the different type of the sensor failure, a new method based on fuzzy neural network is presented and the effects of it are studied by computer simulation. The results show that the method based on fuzzy neural network can satisfy the requirements of the sensor failure management, and reduce the fusion data fluctuate and the error of sensor management system very well.
  • Keywords
    failure analysis; fuzzy neural nets; sensor fusion; data fusion; fuzzy neural network; information fusion system; sensor failure management method; Computer network management; Educational institutions; Engineering management; Fuzzy logic; Fuzzy neural networks; Management information systems; Sensor fusion; Sensor systems; Technology management; Voting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery, 2007. FSKD 2007. Fourth International Conference on
  • Conference_Location
    Haikou
  • Print_ISBN
    978-0-7695-2874-8
  • Type

    conf

  • DOI
    10.1109/FSKD.2007.121
  • Filename
    4406114