Title of article
QoS provisioning in cellular networks based on mobility prediction techniques
Author/Authors
Soh، Wee-Seng نويسنده , , H.S.، Kim, نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2003
Pages
-85
From page
86
To page
0
Abstract
In cellular networks, QoS degradation or forced termination may occur when there are insufficient resources to accommodate handoff requests. One solution is to predict the trajectory of mobile terminals so as to perform resource reservations in advance. With the vision that future mobile devices are likely to be equipped with reasonably accurate positioning capability, we investigate how this new feature may be used for mobility predictions. We propose a mobility prediction technique that incorporates road topology information, and describe its use for dynamic resource reservation. Simulation results are presented to demonstrate the improvement in reservation efficiency compared with several other schemes.
Keywords
neural-network modularity , Storage capacity , Learning capability , two-hidden-layer feedforward networks (TLFNs)
Journal title
IEEE Communications Magazine
Serial Year
2003
Journal title
IEEE Communications Magazine
Record number
78829
Link To Document