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.
- network selection algorithms
- Hopfield neural networks
- Hopfield networks
Espi, J., Atkinson, R. C., Harle, D. A., & Andonovic, I. (2010). An optimum network selection solution for multihomed hosts using Hopfield Networks. In Ninth International Conference on Networks, 2010 (pp. 249-254). IEEE. https://doi.org/10.1109/ICN.2010.47