Mobility Prediction in Wireless Networks using Neural Networks

  title={Mobility Prediction in Wireless Networks using Neural Networks},
  author={Joe Capka and Raouf Boutaba},
Wireless network resource use depends in large part on the mobility of network users. The ability to predict this mobility at least in part enables the network to anticipate resource use in the future and take precautionary measures if necessary. This work presents a neural network prediction system that is able to capture some of the patterns exhibited by users moving in a wireless environment and can then predict the future behaviour of these users. These predictions can then be used in a… CONTINUE READING
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Publications referenced by this paper.
Showing 1-10 of 22 references

Prediction for Cellular Networks Based on the Observed Traffic Patterns

  • A. Jayasuriya, J. Asenstorfer, Mobility
  • Proc., 2nd IASTED International Conference…
  • 2002
Highly Influential
5 Excerpts

A Moblity Prediction Handver Algorithm for Effective Channel Assignment in Wireless ATM

  • H. Kim, J. Jung
  • 2001
Highly Influential
4 Excerpts

P.Venkataram, "Prediction-based Location Management using Multilayer Neural Networks

  • B.P.V. Kumar
  • J. Indian Inst. Sci.,
  • 2002
2 Excerpts

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