IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Recent Advances on Artificial Intelligence in Cognitive Radio Networks

Recent Advances on Artificial Intelligence in Cognitive Radio Networks
View Sample PDF
Author(s): Badr Benmammar (University of Tlemcen, Tlemcen, Algeria)
Copyright: 2020
Volume: 9
Issue: 1
Pages: 16
Source title: International Journal of Wireless Networks and Broadband Technologies (IJWNBT)
Editor(s)-in-Chief: Ioan-Sorin Comşa (Brunel University London, UK) and Ramona Trestian (Middlesex University, UK)
DOI: 10.4018/IJWNBT.2020010102

Purchase

View Recent Advances on Artificial Intelligence in Cognitive Radio Networks on the publisher's website for pricing and purchasing information.

Abstract

Cognitive radio is a form of wireless communication that makes decisions about allocating and managing radio resources after detecting its environment and analyzing the parameters of its radio frequency environment. Decision making in cognitive radio can be based on optimization techniques. In this context, machine learning and artificial intelligence are to be used in cognitive radio networks in order to reduce complexity, obtain resource allocation in a reasonable time and improve the user's quality of service. This article presents recent advances on artificial intelligence in cognitive radio networks. The article also categorizes the techniques presented according to the type of learning—supervised or unsupervised—and presents their applications and challenges according to the tasks of the cognitive radio.

Related Content

Saliha Lakhdari, Fateh Boutekkouk. © 2021. 31 pages.
Rashid Alakbarov. © 2021. 13 pages.
Asma Chikh, Mohamed Lehsaini. © 2021. 14 pages.
Meenu Rani, Poonam Singal. © 2021. 11 pages.
Mohammed Taieb Brahim, Houda Abbad, Sofiane Boukil-Hacene. © 2021. 26 pages.
Alban Scribbins, Kevin Curran. © 2020. 26 pages.
Badr Benmammar. © 2020. 16 pages.
Body Bottom