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Adaptive non-binary classification for network centric handover in heterogeneous networks: poster

Published: 05 July 2016 Publication History

Abstract

Over the recent years, there has been an exponential increase in the traffic over wireless network. The operators aim to provide optimum service to the subscribers while simultaneously trying to reduce the network congestion. In this regard, there has been an increased demand for network-centric vertical handover of subscribers from cellular network to Wi-Fi/small cell networks. This paper presents adaptive non-binary (called as mixed-ary) approach for classifying the subscribers; which would enable network-centric handover of subscribers. An extensive simulation based analysis has been carried out which indicate that classifying the subscribers into N sets initially and then carrying out binary classification results in upto 20% time reduction as compared to pure binary and N-ary approaches.

References

[1]
A. Bulatov, "A Dichotomy Theorem for Constraints on a Three Element Set", FOCS02, 2002.
[2]
A. Hasswa, N. Nasser, H. Hossanein, "Generic Vertical Handoff Decision Function for Heterogeneous Wireless", 2nd IFIP Intl Conf. on Wireless and Optical Communications Networks, 2005.
[3]
H. Venkataraman, A. Dutta and A. Joshi, "Add-Net: Adaptive Dichotomy based Network-centric Cellular to Wi-Fi Offloading", IET Communications 2015.
[4]
L. Chen, T. Sun, B. Chen, V. Rajendran and M. Gerla, "A Smart Decision Model for Vertical Handoff", 4th International Workshop on Wireless Internet and Reconfigurability, Athens, Greece, May 2004.

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cover image ACM Conferences
MobiHoc '16: Proceedings of the 17th ACM International Symposium on Mobile Ad Hoc Networking and Computing
July 2016
421 pages
ISBN:9781450341844
DOI:10.1145/2942358
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Published: 05 July 2016

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  1. binary
  2. handover
  3. heterogeneous networks
  4. mixed-ary

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