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 :
بازگشت