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http://dx.doi.org/10.6109/jkiice.2013.17.12.2843

Mobile Router Decision Using Multi-layered Perceptron in Nested Mobile Networks  

Song, Jiyoung (Department of Smart Software, Anseong Women's Campus of Korea Polytechnic)
Publication Information
Journal of the Korea Institute of Information and Communication Engineering / v.17, no.12, 2013 , pp. 2843-2852 More about this Journal
Abstract
In the nested mobile network environment, the mobile node selects one of multiple mobile routers. The MR(Mobile Router) by existing top-down or bottom-up methods may not be the optimal MR if the numbers of mobile nodes and routers are substantially increased, and the scale of the network is increased drastically. Since an inappropriate MR decision causes handover or binding renewal to mobile nodes, determining of the optimal MR is important for efficiency. In this paper, we propose an algorithm that decides on the optimal MR using MR QoS(Quality of Service) information, and we describe how to understand the various structured MLP(Multi-Layered Perceptron) based on the algorithm. In conclusion, we prove the ability of the suggested neural network for a nesting mobile network through the performance analysis of each learned MLP.
Keywords
Nested Mobile Networks; Mobile Router; Multi-layered Perceptron; Network Mobility;
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  • Reference
1 IETF Network Mobility (NEMO) Working Group, IETF, Available:http://www.ietf.org/html.charters/nemo-charter.html.
2 V. Devarapalli, A. Petrescu, R. Wakikawa and P. Thubert, "Network Mobility (NEMO) Basic Support Protocol," IETF, RFC 3963, 2005.
3 T. Kumagai, T. Asaka and T. Takahashi, "Location Management Using Mobile History for Hierarchical Mobile IPv6 Networks," Proceedings of IEEE Global Telecommunications Conference 2004, vol. 3, pp. 1585-1589, November 2004.
4 K. Ito, A. Atsumi and Y. Tanaka, "Load Balancing by Scoring for Hierarchical Mobile IPv6," Proceedings of Asia-Pacific Symposium on Information and Telecommunication Technologies 2005, pp. 328-333, November 2005.
5 J. Y. Song , S. J. Park, J. C. Lee, Y. Y. Shin, , "A Mobile Router Scheme Considering Node Property in Nested Mobile Networks", Korea Information Assurance Society, vol. 8, no. 2, pp.51-56, Jun. 2008.   과학기술학회마을
6 Simon Haykin, Neural Networks, Prentice Hall International, Inc., 1999.