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
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;
Conference_Titel :
Computing Congress (CCC), 2011 6th Colombian
Conference_Location :
Manizales
Print_ISBN :
978-1-4577-0285-3
DOI :
10.1109/COLOMCC.2011.5936280