Citation:
Amidzadeh , M , Al-Tous , H , Tirkkonen , O & Caire , G 2020 , Cellular network caching based on multipoint multicast transmissions . in 2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings . , 9348023 , IEEE Global Communications Conference , IEEE , IEEE Global Communications Conference , Taipei , Taiwan, Republic of China , 07/12/2020 . https://doi.org/10.1109/GLOBECOM42002.2020.9348023
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Abstract:
We consider an optimal cache-placement-and-delivery-policy using Network-level Orthogonal Multipoint Multicasting (OMPMC) for wireless networks. The placement of files in caches of Base Station (BS) is based on a probabilistic model, with controlled cache placement probabilities. File delivery is based on multipoint multicast and network-based orthogonal transmission; all BSs in the network caching a file transmit it synchronously in dedicated radio resources. If the average signal-to-noise ratio associated to a file at a requesting user is less than a threshold, the request is in outage. We derive a closed-form expression for the outage probability for a network modeled as a Poisson Point Process. An optimal caching policy is solved from an optimization problem, and compared to a threshold-based policy, suboptimal partial solutions, and single-point cache delivery. Simulation results show that exploiting OMPMC with optimal cache and bandwidth allocation significantly improves the overall outage probability as compared to single point delivery.
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