IEEE Transactions on Vehicular Technology · 2017 · 38 citations · 33 references
Cognitive Radio Resource ManagementEngineeringDynamic Resource AllocationEnergy ManagementEnergy EfficiencyEdge ComputingResource Allocation ProblemQuality-of-serviceComputer EngineeringMobile ComputingHeterogeneous NetworkResource Allocation SchemeCombinatorial OptimizationGreen NetworkingResource SchedulingWireless Cooperative NetworkEnergy-efficient Networking
A heterogeneous network (HetNet) can actively utilize the spectrum reuse with low power consumption, and thus is promising for the next-generation cellular networks. However, there are some technical challenges to be overcome in order for HetNets to be practical, and we address the following two in this paper. One is how to formulate the association and resource scheduling problem in a way that an optimal solution can be found in a reasonable amount of time, and the other is how to accommodate varying users' demand. In order to minimize the power consumption and to satisfy varying users' quality of service requirements, we propose a low-complex, distributed association and resource allocation scheme. By taking a cost-based approach, we first separate a nonconvex joint association and resource allocation problem into two subproblems. The channel allocation and base station assignment problem is then relaxed so that the problem becomes tractable. For the power allocation problem, we introduce a low-complex iterative algorithm by using the decomposition theory. The evaluation results show that the proposed solution can maintain the overall power consumption minimized while satisfying the QoS requirements.
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Jeffrey G. Andrews, Stefano Buzzi, Wan Choi et al. · IEEE Journal on Selected Areas in Communications · 2014 · 8.1K citations
A survey on 3GPP heterogeneous networks
Aleksandar Damnjanovic, Juan Montojo, Yongbin Wei et al. · IEEE Wireless Communications · 2011 · 1.7K citations