• DocumentCode
    2376247
  • Title

    Global state-dependent QoE based routing

  • Author

    Tran, Hai Anh ; Mellouk, Abdelhamid ; Hoceini, Said ; Augustin, Brice

  • Author_Institution
    Image, Signal & Intell. Syst. Lab.-LiSSi Lab., Univ. of Paris-Est Creteil Val de Marne (UPEC), Vitry-sur-Seine, France
  • fYear
    2012
  • fDate
    10-15 June 2012
  • Firstpage
    131
  • Lastpage
    135
  • Abstract
    For years, wireless network systems have been trying to satisfy end-users and support high quality multimedia applications such as Mobile TV, VoIP, etc. Combining wireless networks with multimedia content distribution needs efficient routing protocols. We develop in this paper a new routing protocol, namely DOQAR (Dynamic Optimized QoE Adaptive Routing), to improve the user perception and optimize the usage of network resources. In our end-to-end model, smartphone users connect to content servers in a wired network across a wireless access network. In order to evaluate the QoE, we use a Multi-Layer Perception-based (MLP) method. Experimental results show a significant performance against other traditional routing protocols.
  • Keywords
    multilayer perceptrons; multimedia communication; radio networks; routing protocols; smart phones; telecommunication computing; DOQAR; MLP method; VoIP; content server; dynamic optimized QoE adaptive routing; end-to-end model; global state-dependent QoE; high quality multimedia application; mobile TV; multilayer perception-based method; multimedia content distribution; network resource; routing protocol; smartphone; user perception; wired network; wireless access network system; Multimedia communication; Neurons; Routing; Routing protocols; Servers; Streaming media; Wireless communication; Quality of Experience (QoE); Quality of Service (QoS); Reinforcement Learning; autonomous system; network services; routing system; wireless network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2012 IEEE International Conference on
  • Conference_Location
    Ottawa, ON
  • ISSN
    1550-3607
  • Print_ISBN
    978-1-4577-2052-9
  • Electronic_ISBN
    1550-3607
  • Type

    conf

  • DOI
    10.1109/ICC.2012.6364307
  • Filename
    6364307