Optimization of Spectrum Utilization Parameters in Cognitive Radio Using Genetic Algorithm
Author(s) -
Abdessamad El Rharras,
Saber Mohammed,
Abdellah Chehri,
Rachid Saadane,
Nadir Hakem,
Gwanggil Jeon
Publication year - 2020
Publication title -
procedia computer science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.334
H-Index - 76
ISSN - 1877-0509
DOI - 10.1016/j.procs.2020.09.328
Subject(s) - cognitive radio , computer science , spectrum management , wireless , wireless network , genetic algorithm , interference (communication) , transmission (telecommunications) , channel (broadcasting) , computer network , optimization problem , radio spectrum , frequency allocation , telecommunications , mathematical optimization , algorithm , machine learning , mathematics
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.
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