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An optimum network selection solution for multihomed hosts using Hopfield Networks

Espi, Jorge and Atkinson, R.C. and Harle, D.A. and Andonovic, Ivan (2010) An optimum network selection solution for multihomed hosts using Hopfield Networks. In: Ninth International Conference on Networks, 2010. IEEE, pp. 249-254. ISBN 978-1-4244-6083-0

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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.

    Item type: Book Section
    ID code: 25614
    Keywords: network selection algorithms, Hopfield neural networks, Hopfield networks, Electrical engineering. Electronics Nuclear engineering
    Subjects: Technology > Electrical engineering. Electronics Nuclear engineering
    Department: Faculty of Engineering > Electronic and Electrical Engineering
    Related URLs:
    Depositing user: Miss Morag Aitken
    Date Deposited: 25 Jun 2010 16:41
    Last modified: 11 Apr 2014 17:49
    URI: http://strathprints.strath.ac.uk/id/eprint/25614

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