Distributed Competitive Decision Making Using Multi-Armed Bandit Algorithms

This paper tackles the problem of Opportunistic Spectrum Access (OSA) in the Cognitive Radio (CR). The main challenge of a Secondary User (SU) in OSA is to learn the availability of existing channels in order to select and access the one with the highest vacancy probability. To reach this goal, we p...

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Veröffentlicht in:	Wireless personal communications 2021-05, Vol.118 (2), p.1165-1188
Hauptverfasser:	Almasri, Mahmoud, Mansour, Ali, Moy, Christophe, Assoum, Ammar, Le Jeune, Denis, Osswald, Christophe
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Channels Cognitive radio Communications Engineering Computer Communication Networks Decision making Engineering Engineering Sciences Machine learning Multi-armed bandit problems Networks Signal and Image processing Signal,Image and Speech Processing Vacancies
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