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Learning Movement Patterns in Mobile Networks: A Generic Method. (2004) [2 citations — 0 self]

by Jean-marc Francois ,  Guy Leduc ,  Sylvain Martin
In European Wireless 2004
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Abstract:

Predicting terminals movements in mobile networks is useful for more than one reason, in particular for routing management. A way to do such prediction is to learn the movement patterns of mobile nodes passing by an access router. In this paper, the information (e.g. layer 2 measurements) related to the different paths followed by mobiles are learned using a hidden Markov model. Simulations have been done using this method and show it can handle different layer 2 signals and collect statistical information when no such signal is available.

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