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 mailto [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
Yes
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

File(s) associated to this reference

Fulltext file(s):

FileCommentaryVersionSizeAccess
Open access
JMF-EW2004.pdfAuthor postprint124.78 kBView/Open

Bookmark and Share SFX Query

All documents in ORBi are protected by a user license.