An optimum network selection solution for multihomed hosts using Hopfield Networks

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Abstract

This work introduces a Hopfield Neural Network approach to network selection for multihomed hosts which considers a range of relevant network parameters including available radio access technologies and traffic types (VoIP, video streaming, Web browsing and FTP-based). Also proposed is a novel utility function that further improves network selection. Results show that, in terms of QoS, the allocation obtained using proposed algorithm outperforms other two reference allocation schemes under a range of different scenarios.
Original languageEnglish
Title of host publicationNinth International Conference on Networks, 2010
PublisherIEEE
Pages249-254
Number of pages6
ISBN (Print)978-1-4244-6083-0
DOIs
Publication statusPublished - Apr 2010

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Keywords

  • network selection algorithms
  • Hopfield neural networks
  • Hopfield networks

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