Search for dissertations about: "Markov-modulated Poisson process"

Found 1 swedish dissertation containing the words Markov-modulated Poisson process.

2. 1. Hidden Markov models - Traffic modeling and subspace methods

   Author : Sofia Andersson; Matematisk statistik; []
   Keywords : NATURVETENSKAP; NATURAL SCIENCES; programming; actuarial mathematics; Statistik; operationsanalys; Statistics; operations research; subspace identification; state space representation; likelihood estimation; Poissonification; traffic analysis; hidden Markov model; Markov-modulated Poisson process; programmering; aktuariematematik;

   Abstract : The main motivation for this thesis, however not the only one, is the search for models for traffic in telecommunication networks. Traffic characterization and modeling are of great importance in the analysis and dimensioning of communication systems. During the last decades we have experienced an explosive growth of our telecommunication networks. READ MORE