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Energy-Efficient Subchannel and Power Allocation for HetNets Based on Convolutional Neural Network
[article]
2019
arXiv
pre-print
Heterogeneous network (HetNet) has been proposed as a promising solution for handling the wireless traffic explosion in future fifth-generation (5G) system. In this paper, a joint subchannel and power allocation problem is formulated for HetNets to maximize the energy efficiency (EE). By decomposing the original problem into a classification subproblem and a regression subproblem, a convolutional neural network (CNN) based approach is developed to obtain the decisions on subchannel and power
arXiv:1903.00165v1
fatcat:wofr6n2yyfaq3mcjid7kezey7q