Elements of information theory
Elements of information theory
IEEE/ACM Transactions on Networking (TON)
Computer Networks: The International Journal of Computer and Telecommunications Networking
On optimal call admission control in cellular networks
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 1
IEEE Wireless Communications
A dynamic location management scheme for next-generation multitier PCS systems
IEEE Transactions on Wireless Communications
Next-generation wireless communications concepts and technologies
IEEE Communications Magazine
UIC'07 Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing
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In this paper a context-aware resource provisioning framework is developed for multi-system, heterogeneous 4Gwireless networks. The framework envisions that each individual sub-network is fairly independent, and uses Bayesian learning scheme for capturing user's mobility profiles. The concept of Asymptotic Equipartition Property (AEP) helps to predict the most likely path-segments, that the mobile user (MU) is going to follow in near future, with very good accuracy. This helps in proactive resource management along the MU's future paths and locations providing the optimal resource (e.g., bandwidth) reservation. Simulation results on a synthetic wireless traces corroborate this high prediction success and demonstrate sufficient improvement in delay, blocking and throughput of ongoing wireless multimedia sessions.