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Authors: Javier Rubio-Loyola 1 ; Hiram Galeana-Zapien 1 ; Francisco Aguirre-Gracia 1 ; Christian Aguilar-Fuster 1 ; Sandy Bolufé 2 ; Cesar A. Azurdia-Meza 2 and Samuel Montejo-Sánchez 2

Affiliations: 1 Centre for Research and Advanced Studies (CINVESTAV), Mexico ; 2 Universidad de Chile, Chile

Keyword(s): Ad-Hoc Networks, Beacon-based, Genetic Algorithm, Transmission Power, Beacon Frequency.

Abstract: This paper presents a genetic-based approach to determine optimal values of frequency and transmission power in beacon-based ad-hoc networks. The approach has been evaluated through simulations, and it has demonstrated to be more efficient than a dynamic control of frequency and transmission power, with reduction of up to 73% in packet collisions and with reduction of packet losses of up to 63% in an urban scenario. The approach and the results presented in this paper represent our initial efforts towards a more efficient control of beacon frequency and transmission power, which can exploit the benefits of a genetic-based approach but that can be applied in runtime in practical scenarios.

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Paper citation in several formats:
Rubio-Loyola, J.; Galeana-Zapien, H.; Aguirre-Gracia, F.; Aguilar-Fuster, C.; Bolufé, S.; Azurdia-Meza, C. and Montejo-Sánchez, S. (2018). Towards Intelligent Tuning of Frequency and Transmission Power Adjustment in Beacon-based Ad-Hoc Networks. In Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - RESIST; ISBN 978-989-758-293-6; ISSN 2184-495X, SciTePress, pages 648-656. DOI: 10.5220/0006817306480656

@conference{resist18,
author={Javier Rubio{-}Loyola. and Hiram Galeana{-}Zapien. and Francisco Aguirre{-}Gracia. and Christian Aguilar{-}Fuster. and Sandy Bolufé. and Cesar A. Azurdia{-}Meza. and Samuel Montejo{-}Sánchez.},
title={Towards Intelligent Tuning of Frequency and Transmission Power Adjustment in Beacon-based Ad-Hoc Networks},
booktitle={Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - RESIST},
year={2018},
pages={648-656},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006817306480656},
isbn={978-989-758-293-6},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - RESIST
TI - Towards Intelligent Tuning of Frequency and Transmission Power Adjustment in Beacon-based Ad-Hoc Networks
SN - 978-989-758-293-6
IS - 2184-495X
AU - Rubio-Loyola, J.
AU - Galeana-Zapien, H.
AU - Aguirre-Gracia, F.
AU - Aguilar-Fuster, C.
AU - Bolufé, S.
AU - Azurdia-Meza, C.
AU - Montejo-Sánchez, S.
PY - 2018
SP - 648
EP - 656
DO - 10.5220/0006817306480656
PB - SciTePress

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