• DocumentCode
    243209
  • Title

    Gaussian trust and reputation for fading MIMO wireless sensor networks

  • Author

    Sinha, Rakesh K. ; Jagannatham, Aditya K.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol. Kanpur, Kanpur, India
  • fYear
    2014
  • fDate
    6-7 Jan. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we develop a framework for Gaussian trust and reputation computation in MIMO wireless sensor networks. An analytical framework is derived to characterize the direct interaction based reputation for fading MIMO wireless scenarios. Subsequently, this framework is expanded to incorporate second hand information based on indirect interaction which leads to a significant improvement in the efficiency of reputation computation. The proposed algorithm employs a Bayesian Expert Opinion model for reputation fusion and thus is robust against misinformation arising due to malicious sensor nodes. Further, we develop a novel trust computation scheme for the multivariate Gaussian reputation based MIMO wireless sensor network. We also extend the proposed reputation and trust computation model to the scenario of spatially correlated sensor measurements. Simulation results validate the performance of the proposed Gaussian trust computation framework and its resilience to the presence of malicious sensor nodes in the wireless sensor network.
  • Keywords
    Bayes methods; Gaussian processes; MIMO communication; telecommunication security; wireless sensor networks; Bayesian expert opinion model; Gaussian trust computation framework; direct interaction based reputation characterization; fading MIMO wireless sensor network; malicious sensor nodes; multivariate Gaussian reputation; reputation computation; reputation fusion; spatial sensor measurement correlation; Bayes methods; Computational modeling; Correlation; MIMO; Vectors; Wireless communication; Wireless sensor networks; Bayesian Expert Opinion; Gaussian Trust; MIMO; Reputation; Wireless Sensor Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronics, Computing and Communication Technologies (IEEE CONECCT), 2014 IEEE International Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    978-1-4799-2318-2
  • Type

    conf

  • DOI
    10.1109/CONECCT.2014.6740282
  • Filename
    6740282