Title:
Utilizing User
Behavioural
Patterns in the Management of Future Mobile Communication Networks
Abstract: Best
effort
QoS provision is ensured through efficient management of the available
network
resources referred to as radio resource management (RRM). They are to
be
properly utilised to provide highly demanding services such as web –
based
multimedia content and peer – to – peer networking. RRM is one key
component
of packet data services to ensure end – to – end QoS requirements
efficiently.
It is essential to the notion of QoS for its evolution to resolve
users’
competition to utilise network resources according to service level
agreements.
Presently, mobile network infrastructures provide limited Internet –
based
services and short messaging services (text and multimedia) mainly due
to
the low bandwidth capacity and the high error rates associated with
them.
Certain multimedia and video – conferencing applications are
experienced
in the novel 3G systems but may not be up to the expectation of
users. Based on the above, a potential solution to the issue of
network resource
management is proposed through the advance reservation of resources
based
on some user profile and an Adaptive Neuro- fuzzy inference based
behavioural
data engine that would be used to forecast Quality – of – Service (QoS)
to
be provided by the network.
Author: Basil Dudin