Now showing items 1-2 of 2

    • Distributed Q-Learning for energy harvesting heterogeneous networks 

      Miozzo, Marco; Giupponi, Lorenza; Rossi, Michele; Dini, Paolo (Institute of Electrical and Electronics Engineers, 2015-06)
      Conference report
      Open Access
      We consider a two-tier urban Heterogeneous Net- work where small cells powered with renewable energy are deployed in order to provide capacity extension and to offloa d macro base stations. We use reinforcement learning ...
    • Energy sustainability of next generation cellular networks through learning techniques 

      Miozzo, Marco (Universitat Politècnica de Catalunya, 2018-09-18)
      Doctoral thesis
      Open Access
      The trend for the next generation of cellular network, the Fifth Generation (5G), predicts a 1000x increase in the capacity demand with respect to 4G, which leads to new infrastructure deployments. To this respect, it is ...