• DocumentCode
    1966678
  • Title

    Wide area netwoks projection with Kalman State Estimator

  • Author

    Rubio, Nicolás Gaitán ; Pulido, Oscar López ; Pinto, Edward Paul Guillén ; Valencia, Leonardo Flórez

  • Author_Institution
    Ing. de Sist., Pontificia Univ. Javeriana, Bogota, Colombia
  • fYear
    2011
  • fDate
    4-6 May 2011
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The actual communication networks, due the complexity in their design and the development of new network technologies that needs better CPU performance, have needed frameworks to make projections about their growing, taking into account that they must evaluate network requirements such as bandwidth, latency and CPU performance. Kalman filter, due the capacity to bring near in dynamic systems, is a set of mathematical equations that allows to estimate in past and present tense, and make future tense projections, even if the nature of the modeled system is unknown. The analysis stage is about making projections of the variation of active cellphone lines in Colombia, using Kalman filter, to propose a new tool that meets the goal of make projections, and take preventions.
  • Keywords
    Kalman filters; state estimation; wide area networks; Colombia; Kalman filter; Kalman state estimation; communication networks; wide area network projection; Adaptation model; Covariance matrix; Electronic mail; Kalman filters; Predictive control; Protocols; Silicon compounds; Colombia; Kalman; Prediction; Simple Network Managent Protocol; cellphone lines; comunications; filter; network; network administration; projections; recursive algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computing Congress (CCC), 2011 6th Colombian
  • Conference_Location
    Manizales
  • Print_ISBN
    978-1-4577-0285-3
  • Type

    conf

  • DOI
    10.1109/COLOMCC.2011.5936280
  • Filename
    5936280