• A two-dimensional architecture for end-to-end resource management in virtual network environments 

      Wang, Ning; Zhang, Yi; Serrat Fernández, Juan; Gorricho Moreno, Juan Luis; Guo, Tao; Hu, Zheng; Zhang, Ping (2012-09)
      Article
      Accés restringit per política de l'editorial
      In recent years, various network virtualization techniques have been proposed for flexibly supporting heterogeneous services over virtual network platforms. However, systematic views on how virtual network resources (VNRs) ...
    • An intelligent two-agent self-configuration approach for radio resource management 

      Collados Zamora, Kevin; Gorricho Moreno, Juan Luis; Serrat Fernández, Juan; Hu, Zheng; Xu, Ke (Institute of Electrical and Electronics Engineers (IEEE), 2015)
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      In this paper we propose the use of a two-agent learning scheme for the management of radio resources on cellular access networks. The management is materialized by the implementation of a self-configuration system governing ...
    • Comparison of InSAR atmospheric phase screen correction with Global Atmospheric Models (GAM) 

      Hu, Zheng; Mallorquí Franquet, Jordi Joan (VDE Conference Publications, 2018)
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      Variations of atmospheric conditions cause Atmospheric Phase Screen (APS) in Interferometric Synthetic Aperture Radar (InSAR), which affects accuracy and reliability of its applications. Recent studies reveal that empirical ...
    • Multi-layered reinforcement learning approach for radio resource management 

      Kevin, Collados; Gorricho Moreno, Juan Luis; Serrat Fernández, Juan; Hu, Zheng (Springer, 2014-02-07)
      Article
      Accés restringit per política de l'editorial
      In this paper we face the challenge of designing self-tuning systems governing the working parameters of base stations on a mobile network system to optimize the quality of service and the economic benefit of the operator. ...
    • Multilayered reinforcement learning approach for radio resource management 

      Kevin, Collados; Gorricho Moreno, Juan Luis; Serrat Fernández, Juan; Hu, Zheng (Springer, 2013)
      Text en actes de congrés
      Accés restringit per política de l'editorial
      In this paper we face the challenge of designing self-tuning systems governing the working parameters of base stations on a mobile network system to optimize the quality of service and the economic benefit of the operator. ...