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New vertical handover prediction schemes for LTE-WLAN heterogeneous networks

Providing complete mobility along with minimizing the poor quality of service (QoS) is one of the highest essential challenges in mobile wireless networks. Handover prediction can overcome these challenges. In this paper, two novel prediction schemes are proposed. The first, depends on scanning the...

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Autores principales: Hosny, Khalid M., Khashaba, Marwa M., Khedr, Walid I., Amer, Fathy A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6469805/
https://www.ncbi.nlm.nih.gov/pubmed/30995282
http://dx.doi.org/10.1371/journal.pone.0215334
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author Hosny, Khalid M.
Khashaba, Marwa M.
Khedr, Walid I.
Amer, Fathy A.
author_facet Hosny, Khalid M.
Khashaba, Marwa M.
Khedr, Walid I.
Amer, Fathy A.
author_sort Hosny, Khalid M.
collection PubMed
description Providing complete mobility along with minimizing the poor quality of service (QoS) is one of the highest essential challenges in mobile wireless networks. Handover prediction can overcome these challenges. In this paper, two novel prediction schemes are proposed. The first, depends on scanning the quality of all signals among mobile station and all nearby stations in the surrounding area, while the second one is based on a multi-criteria prediction decision using both the signal-to-noise ratio SNR value and station’s bandwidth. Moreover, the prediction efficiency is improved by reducing the number of redundant/ unnecessary handovers. The proposed schemes are evaluated using different scenarios with several mobile stations’ numbers, different WLAN access points, LTE-base station number & location, and random mobile station movement manner. The proposed schemes achieved a success rate of 99% with the different scenarios using LTE-WLAN architecture. The performance of the proposed prediction schemes outperformed the performance of the existing prediction schemes in terms of the accuracy percentage.
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spelling pubmed-64698052019-05-03 New vertical handover prediction schemes for LTE-WLAN heterogeneous networks Hosny, Khalid M. Khashaba, Marwa M. Khedr, Walid I. Amer, Fathy A. PLoS One Research Article Providing complete mobility along with minimizing the poor quality of service (QoS) is one of the highest essential challenges in mobile wireless networks. Handover prediction can overcome these challenges. In this paper, two novel prediction schemes are proposed. The first, depends on scanning the quality of all signals among mobile station and all nearby stations in the surrounding area, while the second one is based on a multi-criteria prediction decision using both the signal-to-noise ratio SNR value and station’s bandwidth. Moreover, the prediction efficiency is improved by reducing the number of redundant/ unnecessary handovers. The proposed schemes are evaluated using different scenarios with several mobile stations’ numbers, different WLAN access points, LTE-base station number & location, and random mobile station movement manner. The proposed schemes achieved a success rate of 99% with the different scenarios using LTE-WLAN architecture. The performance of the proposed prediction schemes outperformed the performance of the existing prediction schemes in terms of the accuracy percentage. Public Library of Science 2019-04-17 /pmc/articles/PMC6469805/ /pubmed/30995282 http://dx.doi.org/10.1371/journal.pone.0215334 Text en © 2019 Hosny et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Hosny, Khalid M.
Khashaba, Marwa M.
Khedr, Walid I.
Amer, Fathy A.
New vertical handover prediction schemes for LTE-WLAN heterogeneous networks
title New vertical handover prediction schemes for LTE-WLAN heterogeneous networks
title_full New vertical handover prediction schemes for LTE-WLAN heterogeneous networks
title_fullStr New vertical handover prediction schemes for LTE-WLAN heterogeneous networks
title_full_unstemmed New vertical handover prediction schemes for LTE-WLAN heterogeneous networks
title_short New vertical handover prediction schemes for LTE-WLAN heterogeneous networks
title_sort new vertical handover prediction schemes for lte-wlan heterogeneous networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6469805/
https://www.ncbi.nlm.nih.gov/pubmed/30995282
http://dx.doi.org/10.1371/journal.pone.0215334
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