Markovian Models in GSM900 Mobile Cellular Communication Systems

  • Alex A. Monclou S. Universidad Pontificia Bolivariana, Medellín
  • Javier D. Mantilla F. Universidad Pontificia Bolivariana, Bucaramanga
  • Andrés Navarro Cadavid Universidad Icesi, Cali
  • Rafael Camerano F. Universidad de los Andes, Bogotá
Keywords: GSM900, Markovian chain, Slotted ALOHA, MatLab.

Abstract

The present paper shows —clearly— that implicit probabilistic and stochastic processes in reference layer one of the Global System for Mobile Communications standard, can be modeled like a discrete time Markovian Chain. The Markovian theory is used to find the steady-state behavior of a six states model (Idle and Dedicated Mode) using a high level language (MatLab) that implements the algorithm formulated in the development. The results of the simulation of the Markovian model express the probabilistic behavior of the cell selection sub process on the physical layer of a GSM900 Mobile Station.

Author Biographies

Alex A. Monclou S., Universidad Pontificia Bolivariana, Medellín
Bio Statement available in Spanish
Javier D. Mantilla F., Universidad Pontificia Bolivariana, Bucaramanga
Bio Statement available in Spanish
Andrés Navarro Cadavid, Universidad Icesi, Cali
Bio Statement available in Spanish
Rafael Camerano F., Universidad de los Andes, Bogotá
Bio Statement is available in Spanish
Published
2006-07-28
Section
Original Research