Caching in Cellular Networks Based on Multipoint Multicast Transmissions
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...
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Veröffentlicht in: | IEEE transactions on wireless communications 2023-04, Vol.22 (4), p.1-1 |
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creator | Amidzadeh, Mohsen Al-Tous, Hanan Caire, Giuseppe Tirkkonen, Olav |
description | 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. |
doi_str_mv | 10.1109/TWC.2022.3211416 |
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subjects | cache placement and delivery policy Caching Cellular communication Cellular networks convex relaxation gap analysis Multicasting multipoint multicast transmission Optimization Outages Placement Probabilistic logic Probabilistic models Resource allocation Resource management Statistical analysis Synchronization Unicast Upper bounds Wireless caching Wireless communication |
title | Caching in Cellular Networks Based on Multipoint Multicast Transmissions |
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