Neural-Network-Based Fuzzy Logic Control and Decision System
IEEE Transactions on Computers - Special issue on artificial neural networks
GPRS: General Packet Radio Service
GPRS: General Packet Radio Service
Mobile Networks and Applications
Adaptive Vertical Mobility Decision in Heterogeneous Networks
ICWMC '07 Proceedings of the Third International Conference on Wireless and Mobile Communications
WLAN-GPRS integration for next-generation mobile data networks
IEEE Wireless Communications
Issues in introducing resource brokerage functionality in B3G composite radio environments
IEEE Wireless Communications
A framework for seamless roaming across cellular and wireless local area networks
IEEE Wireless Communications
Intelligent call admission control for wideband CDMA cellular systems
IEEE Transactions on Wireless Communications
Fuzzy analytic network process and its application to the development of decision support systems
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Optimizing QoS routing in hierarchical ATM networks using computational intelligence techniques
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Adaptive provisioning of differentiated services networks based on reinforcement learning
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Radio access selection for multistandard terminals
IEEE Communications Magazine
Investigation of radio resource scheduling in WLANs coupled with 3G cellular network
IEEE Communications Magazine
Static and dynamic channel assignment using neural networks
IEEE Journal on Selected Areas in Communications
An econometric model for resource management in competitive wireless data networks
IEEE Network: The Magazine of Global Internetworking
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
The E3 architecture: enabling future cellular networks with cognitive and self-x capabilities
International Journal of Network Management
Evaluation of signalling loads in a cognitive network management architecture
International Journal of Network Management
Wireless Personal Communications: An International Journal
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Joint radio resource management (JRRM) is the envisaged process aimed at optimizing the radio resource usage of wireless systems to satisfy the requirements of both the network operators and the users in the context of future generation wireless networks. In particular, this paper proposes a two-layered JRRM framework to improve the efficiency of multiradio and multioperator cellular scenarios. On the one hand, the intraoperator JRRM relies on fuzzy neural mechanisms with economic-driven reinforcement learning techniques to exploit radio resources within a single-operator domain. Microeconomic concepts are included in the proposed approach so that user profile differentiation can be considered when making a JRRM decision. On the other hand, interoperator JRRM enables subscribers to obtain service through other operators, if the home operator network is blocked. Simulation results in a number of different scenarios show that interoperator agreements established in a cooperative scenario benefit both the operators and users, which enables efficient load management and increased operator revenue.