Evolving Connectionist Systems: Methods and Applications in Bioinformatics, Brain Study and Intelligent Machines
Integration of Pricing with Call Admission Control to Meet QoS Requirements in Cellular Networks
IEEE Transactions on Parallel and Distributed Systems
Time Series Prediction using Adaptive Association Rules
DFMA '05 Proceedings of the First International Conference on Distributed Frameworks for Multimedia Applications
The predictive user mobility profile framework for wireless multimedia networks
IEEE/ACM Transactions on Networking (TON)
The Mold Mobility Model for Mobile Wireless Networks
WICON '05 Proceedings of the First International Conference on Wireless Internet
WiQoSM: An Integrated QoS-Aware Mobility and User Behavior Model for Wireless Data Networks
IEEE Transactions on Mobile Computing
A clustering prediction scheme for wireless cellular network
CTS'05 Proceedings of the 2005 international conference on Collaborative technologies and systems
UMTS/IMT-2000 based on wideband CDMA
IEEE Communications Magazine
Dynamic channel reservation based on mobility in wireless ATM networks
IEEE Communications Magazine
The 3GPP proposal for IMT-2000
IEEE Communications Magazine
Dynamic resource allocation schemes during handoff for mobile multimedia wireless networks
IEEE Journal on Selected Areas in Communications
Predictive QoS-based admission control for multiclass traffic in cellular wireless networks
IEEE Journal on Selected Areas in Communications
Local predictive resource reservation for handoff in multimedia wireless IP networks
IEEE Journal on Selected Areas in Communications
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The decision of call admission becomes an important work owing to the scarce wireless spectrum for wireless cellular networks. If there exists adequate information for call admission control (CAC) schemes, the terms of quality of service (QoS), such as call dropping probability (CDP), call blocking probability (CBP), and system utilization, will be kept in a certain acceptable level. Therefore, a prediction system which can predict most information, such as system utilization and CDP, in advance with a novel data mining technique and a distributed CAC scheme is presented in this paper. Based on the prediction results and the bandwidth consumption of adjacent cells, the proposed CAC scheme is able to decide to admit a new call. The throttle flag that can indicate the usage of current cell is proposed to prevent the newly admitted call request from being blocked in adjacent cells if handoff is needed. The simulation results show that the proposed CAC scheme can maintain the CDP below a predefined threshold, and the CBP is also lower than the cluster prediction and traditional guard channel policies.