Now showing items 1-5 of 5

  • 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)
    Conference report
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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 ...
  • 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
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    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) ...
  • Comparison of InSAR atmospheric phase screen correction with Global Atmospheric Models (GAM) 

    Hu, Zheng; Mallorquí Franquet, Jordi Joan (VDE Conference Publications, 2018)
    Conference report
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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
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    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)
    Conference report
    Restricted access - publisher's policy
    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. ...