• DocumentCode
    3761515
  • Title

    Position Prediction Social-Relationship-Based on Multi-order Markov Model

  • Author

    Yue Zou;Sanfeng Zhang

  • Author_Institution
    Coll. of Software Eng., Southeast Univ., Nanjing, China
  • fYear
    2015
  • Firstpage
    36
  • Lastpage
    43
  • Abstract
    Opportunistic network mobile user-nodes location prediction can help to collect the data, improve the dynamic network and help to decrease the problems which include the delay, low success rate, high storage space energy consume and so on, which are the results of the blindness in the process of delivery. In this paper, a mobile node location prediction algorithm base on the Multi-Order Markov prediction model as the initial forecast, and then use social-relationship which is closely linked to the node to optimize the algorithm. Experimental results show that the proposed algorithm is better than the single Multi-Order Markov model.
  • Keywords
    "Markov processes","Prediction algorithms","Routing","Predictive models","Hidden Markov models","Whales","Delays"
  • Publisher
    ieee
  • Conference_Titel
    Advanced Cloud and Big Data, 2015 Third International Conference on
  • Print_ISBN
    978-1-4673-8537-4
  • Type

    conf

  • DOI
    10.1109/CBD.2015.16
  • Filename
    7435450