Caching in Cellular Networks Based on Multipoint Multicast Transmissions

Tutkimustuotos: LehtiartikkeliArticleScientificvertaisarvioitu

52 Lataukset (Pure)

Abstrakti

We consider cellular network caching with network-wide Orthogonal Multipoint Multicast (OMPMC) delivery. We apply a probabilistic model for content placement at the Base Stations (BSs). Content is delivered with multipoint multicast operating in file-specific orthogonal resources: all BSs caching a distinct file synchronously multicast it to requesting users in a dedicated resource. For a network modeled as a Poisson Point Process (PPP), an expression for the outage probability is derived. The outage-minimizing cache policy is found from a joint constrained optimization problem over cache placement and resource allocation. We devise principles by which the solution in one propagation environment can be generalized to another. To reduce computational complexity, we obtain a sub-optimal solution based on convex relaxation. We obtain an upper bound of the gap between the optimal and sub-optimal solutions. We compare the outage performance of OMPMC with delivery polices from the literature. Simulation results show that exploiting OMPMC with optimal cache placement and resource allocation outperforms single point cache delivery policies with a wide margin.
AlkuperäiskieliEnglanti
Sivut2393-2408
Sivumäärä16
JulkaisuIEEE Transactions on Wireless Communications
Vuosikerta22
Numero4
Varhainen verkossa julkaisun päivämäärä10 lokak. 2022
DOI - pysyväislinkit
TilaJulkaistu - 1 huhtik. 2023
OKM-julkaisutyyppiA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

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