Dense D2D-Connection Establishment via Caching in Small-Cell Networks
KAUST DepartmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
Electrical Engineering Program
Permanent link to this recordhttp://hdl.handle.net/10754/653000
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AbstractSmall-cell network is a promising solution to high video traffic. However, with the increasing number of mobile devices, it cannot meet the requirements from all users. Thus, we propose a caching device-to-device (D2D) scheme for small-cell networks, in which caching placement and D2D establishment are combined. In this scheme, a limited cache is equipped at each user, and the popular files can be prefetched at the local cache during off-peak period. Thus, dense D2D connections can be established during peak time aided by these cached users. To do this, first, an optimal caching scheme is formulated according to the popularity to maximize the total offloading probability of the D2D system. Then, the sum rate of D2D links is analyzed in different signal-to-noise ratio (SNR) regions. Furthermore, three D2D-link scheduling schemes are proposed with the help of bipartite graph theory and Kuhn-Munkres algorithm for low, high and medium SNRs, respectively. Simulation results are presented to show the effectiveness of the proposed scheme.
CitationLiu X, Zhao N, Chen Y, Li Z, Zhang S, et al. (2018) Dense D2D-Connection Establishment via Caching in Small-Cell Networks. 2018 24th Asia-Pacific Conference on Communications (APCC). Available: http://dx.doi.org/10.1109/APCC.2018.8633518.
SponsorsThis research was supported by the open research fund of State Key Laboratory of Integrated Services Networks under Grant ISN19-02, the National Natural Science Foundation of China (NSFC) under Grant 61871065, the Fundamental Research Funds for the Central Universities under DUT17JC43, and the Xinghai Scholars Program.
Conference/Event name24th Asia-Pacific Conference on Communications, APCC 2018