• DocumentCode
    1355382
  • Title

    Modeling link lifetime data with parametric regression models in MANETs

  • Author

    Sridhar, K.N. ; Chan, Mun Choon

  • Author_Institution
    Microsoft Innovation Center, Torino, Italy
  • Volume
    13
  • Issue
    12
  • fYear
    2009
  • fDate
    12/1/2009 12:00:00 AM
  • Firstpage
    983
  • Lastpage
    985
  • Abstract
    Lifetime of a link defines the amount of time the link is available for transmission. In this work, we associate statistical parametric models to link lifetime distributions of commonly used mobility patterns. The study reveals interesting properties about link lifetimes, including findings showing that lifetimes of the mobility patterns studied are of wear-out type, rather than random failure. Such knowledge is useful in exploring different ways in which link lifetimes can be used to improve performance across various networking layers.
  • Keywords
    ad hoc networks; mobile radio; regression analysis; MANET; link lifetime distributions; mobile ad hoc network; mobility patterns; parametric regression models; random failure; statistical parametric models; Ad hoc networks; Data analysis; Degradation; Exponential distribution; Mobile ad hoc networks; Network topology; Parametric statistics; Reliability engineering; Technological innovation; Wireless communication; Mobile ad hoc networks, link lifetime, statistical parametric models, link failure types, reliability engineering;
  • fLanguage
    English
  • Journal_Title
    Communications Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1089-7798
  • Type

    jour

  • DOI
    10.1109/LCOMM.2009.12.091513
  • Filename
    5353284