The nature of statistical learning theory
The nature of statistical learning theory
IEEE/ACM Transactions on Networking (TON)
Adaptive channel allocation for wireless PCN
Mobile Networks and Applications - Special issue: resource management in mobile wireless communication networks
A Rate-Based Borrowing Scheme for QoS Provisioning in Multimedia Wireless Networks
IEEE Transactions on Parallel and Distributed Systems
Proportional differentiated services: delay differentiation and packet scheduling
IEEE/ACM Transactions on Networking (TON)
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
A Fair Resource Allocation Protocol for Multimedia Wireless Networks
ICPP '02 Proceedings of the 2001 International Conference on Parallel Processing
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Courtesy Piggybacking: Supporting Differentiated Services in Multihop Mobile Ad Hoc Networks
IEEE Transactions on Mobile Computing
Neural Computation
Mobile Next-Generation Networks
IEEE MultiMedia
Quality-of-service provisioning in future 4G CDMA cellular networks
IEEE Wireless Communications
Vertical handoffs in fourth-generation multinetwork environments
IEEE Wireless Communications
IEEE Communications Magazine
Quality of service terminology in IP networks
IEEE Communications Magazine
Challenges in the migration to 4G mobile systems
IEEE Communications Magazine
Providing sustainable QoS in next-generation networks
IEEE Communications Magazine
An adaptive bandwidth reservation scheme for high-speed multimedia wireless networks
IEEE Journal on Selected Areas in Communications
Mobility modeling, location tracking, and trajectory prediction in wireless ATM networks
IEEE Journal on Selected Areas in Communications
IEEE Journal on Selected Areas in Communications
Guest editorial vapnik-chervonenkis (vc) learning theory and its applications
IEEE Transactions on Neural Networks
IEEE Transactions on Neural Networks
Support vector machine with adaptive parameters in financial time series forecasting
IEEE Transactions on Neural Networks
Mobility support in IP: a survey of related protocols
IEEE Network: The Magazine of Global Internetworking
Comparative study of two CPU router time management algorithms in cellular IP networks
International Journal of Network Management
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Many mechanisms based on bandwidth reservation have been proposed in the literature to decrease connection dropping probability for handoffs in cellular communications. The handoff events occur at a much higher rate in packet-switched fourth generation mobile communication networks than in traditional cellular systems. An efficient bandwidth reservation mechanism for the neighboring cells is therefore critical in the process of handoff during the connection of multimedia calls to avoid the unwillingly forced termination and waste of limited bandwidth in fourth generation mobile communication networks, particularly when the handoff traffic is heavy. In this paper, two self-adaptive bandwidth reservation schemes, which adopt support vector regression and swarm intelligence techniques, respectively, are proposed to reduce the forced termination probability of multimedia handoffs. Meanwhile, a proportional differentiated service model is incorporated into our schemes to accommodate new metrics used in processing handoffs in next generation networks. The simulation results show that both the proposed schemes can achieve superior performance than the representative bandwidth-reserving schemes in the literature when performance metrics are measured in terms of the forced termination probability for the handoffs, the call blocking probability for the new connections and bandwidth utilization.