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| Reference : Learning movement patterns in mobile networks: a generic method |
| Scientific congresses and symposiums : Paper published in a book | |||
| Engineering, computing & technology : Computer science | |||
| http://hdl.handle.net/2268/3438 | |||
| Learning movement patterns in mobile networks: a generic method | |
| English | |
| [en] Learning movement patterns in mobile networks: a generic approach | |
| François, Jean-Marc [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques > > > > >] | |
Leduc, Guy  [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques >] | |
| Martin, Sylvain [Université de Liège - ULg > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Réseaux informatiques >] | |
| Feb-2004 | |
| European Wireless 2004 | |
| 128-134 | |
| No | |
| International | |
| European Wireless 2004 | |
| 24-27 Feb. 2004 | |
| Barcelona | |
| Spain | |
| [en] Mobility prediction ; Wireless Networks | |
| [en] 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. Furthermore, the method works when no information is available and can be extended so as to guess the timing of the handoffs. | |
| PAI MOTION | |
| Researchers | |
| http://hdl.handle.net/2268/3438 |
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