Antonio G. Marqués — accepted AI-conference papers

2018

Reinforcement Learning for 5G Caching with Dynamic Cost

Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis

ICASSP 2018accepted

In next generation cellular networks (5G) the access points (APs) are anticipated to be equipped with storage devices to serve locally requests for reusable popular contents by caching them at the edge of the network. The ultimate goal is to shift part of the load on the back-haul links from on-peak…

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2015

A decomposition method for optimal user assignment in cellular networks with orthogonal transmissions

Antonio G. Marqués, Luis Cadarso, Eduardo Morgado, Carlos Figuera

ICASSP 2015accepted

Effective operation of next-generation communication networks requires the deployment of a high number of base stations (BSs) capable of adapting dynamically their available resources to the changing environment. The resources include link layer variables (user-channel allocation and user-BS assignm…

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