Joint Caching and Resource Allocation in D2D-Assisted Wireless HetNet
5G networks are required to provide very fast and reliable communications while dealing with the increase of users traffic. In Heterogeneous Networks (HetNets) assisted with Device-to-Device (D2D) communication, traffic can be offloaded to Small Base Stations or to users to improve the network'...
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Zusammenfassung: | 5G networks are required to provide very fast and reliable communications
while dealing with the increase of users traffic. In Heterogeneous Networks
(HetNets) assisted with Device-to-Device (D2D) communication, traffic can be
offloaded to Small Base Stations or to users to improve the network's
successful data delivery rate. In this paper, we aim at maximizing the average
number of files that are successfully delivered to users, by jointly optimizing
caching placement and channel allocation in cache-enabled D2D-assisted HetNets.
At first, an analytical upper-bound on the average content delivery delay is
derived. Then, the joint optimization problem is formulated. The non-convexity
of the problem is alleviated, and the optimal solution is determined. Due to
the high time complexity of the obtained solution, a low-complex sub-optimal
approach is proposed. Numerical results illustrate the efficacy of the proposed
solutions and compare them to conventional approaches. Finally, by
investigating the impact of key parameters, e.g. power, caching capacity, QoS
requirements, etc., guidelines to design these networks are obtained. |
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DOI: | 10.48550/arxiv.1905.01142 |