• DocumentCode
    3437211
  • Title

    Fractal Analysis of Traffic Flow Over Wireless Mesh Networks

  • Author

    Yu, Bai ; Fei, Hong

  • Author_Institution
    Sch. of Sci., Beijing Univ. of Civil Eng. & Archit., Beijing
  • fYear
    2008
  • fDate
    12-14 Oct. 2008
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper, we used a ubiquitous measurement technique to assess traffic characteristics experienced by diverse sets of traffic flows routed over wireless mesh network environments. The question arises whether the traffic in wireless data networks exhibits long-range dependence as well. If so, it is important to determine if this traffic characteristic affects the provisioning and design of wireless mesh networks .We prove the existence of long-range dependence in packet delay when viewed as time-series data. Under the well-known time-domain and frequency domain estimators, packet delay on TCP/UDP flows shows asymptotic decay while Hurst index estimates suggest from moderate to strong intensity.
  • Keywords
    fractals; frequency-domain analysis; radio networks; telecommunication network routing; telecommunication network topology; telecommunication traffic; time series; time-domain analysis; transport protocols; Hurst index estimate; TCP/UDP flow; fractal analysis; frequency-domain estimation; long-range dependence; packet delay; time-domain estimation; traffic flow routing; ubiquitous measurement technique; wireless mesh network; Communication system traffic control; Delay estimation; Fractals; Frequency domain analysis; Frequency estimation; Statistical analysis; Telecommunication traffic; Time domain analysis; Traffic control; Wireless mesh networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2008. WiCOM '08. 4th International Conference on
  • Conference_Location
    Dalian
  • Print_ISBN
    978-1-4244-2107-7
  • Electronic_ISBN
    978-1-4244-2108-4
  • Type

    conf

  • DOI
    10.1109/WiCom.2008.672
  • Filename
    4678580