El Rharras Abdessamad, Saber Mohammed, Chehri Abdellah, Saadane Rachid, Hakem Nadir et Jeon Gwanggil. (2020). Optimization of spectrum utilization parameters in cognitive radio using genetic algorithm. Procedia Computer Science, 176, p. 2466-2475.
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URL officielle: http://dx.doi.org/doi:10.1016/j.procs.2020.09.328
Résumé
The dramatically development of wireless technologies in the last few decades, leads to the growth of channel resources demand in a limited spectrum with inextensible character. Cognitive radio network (CR) is a promising technology that provides solutions for the spectrum management and optimization problems via dynamic spectrum management. The spectrum resources management and optimization are an important part of the future network performances. In this paper, we propose an efficient algorithm to examine the design specification issues regarding the choice of optimal power, optimal speed, and optimal amount of information in a wireless network along with studying the effect of different parameters on the obtained results. Our objectives are to guarantee the protection on licensed users (Primary users ‘PU’) from harmful interference caused by the unlicensed users (Secondary users ‘SU’), more especially, to optimize the quality of communication link, Transmission levels, and battery life of the wireless devices. Results show that our proposed work leads to an efficient utilization of radio spectrum and strongly contributes to alleviating the spectrum scarcity problem.
Type de document: | Article publié dans une revue avec comité d'évaluation |
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Volume: | 176 |
Pages: | p. 2466-2475 |
Version évaluée par les pairs: | Oui |
Date: | 2020 |
Sujets: | Sciences naturelles et génie > Génie Sciences naturelles et génie > Génie > Génie informatique et génie logiciel Sciences naturelles et génie > Sciences appliquées |
Département, module, service et unité de recherche: | Départements et modules > Département des sciences appliquées > Module d'ingénierie |
Mots-clés: | optimization, algorithm genetic, cognitive radio, adaptive modulation, spectrum sharing, optimisation, génétique des algorithmes, radio cognitive, modulation adaptative, partage de spectre |
Déposé le: | 17 mai 2021 17:14 |
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Dernière modification: | 17 mai 2021 17:14 |
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