scholarly journals Applications of Cognitive Radio Networks: Recent Advances and Future Directions

2016 ◽  
Vol 12 (1) ◽  
pp. 4964068 ◽  
Author(s):  
Sung W. Kim ◽  
Miao Pan ◽  
Gyanendra Prasad Joshi ◽  
Orhan Gazi ◽  
Jianhua He ◽  
...  
Keyword(s):  
Cognitive Radio ◽  
Cognitive Radio Networks ◽  
Radio Networks ◽  
Future Directions ◽  
Recent Advances

Recent Advances on Artificial Intelligence in Cognitive Radio Networks

2020 ◽  
Vol 9 (1) ◽  
pp. 27-42
Author(s):  
Badr Benmammar
Keyword(s):  
Artificial Intelligence ◽  
Machine Learning ◽  
Cognitive Radio ◽  
Cognitive Radio Networks ◽  
Radio Networks ◽  
Optimization Techniques ◽  
Reasonable Time ◽  
Recent Advances ◽  
Radio Resources

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.

Exact Optimum RAN Selection Algorithm for Heterogeneous-Type Cognitive Radio Networks

2014 ◽  
Vol 1 ◽  
pp. 652-655
Author(s):  
Takumi.Matsui Takumi.Matsui ◽  
Mikio.Hasegawa Mikio.Hasegawa ◽  
Hiroshi.Hirai Hiroshi.Hirai ◽  
Kiyohito.Nagano Kiyohito.Nagano ◽  
Kazuyuki.Aihara Kazuyuki.Aihara
Keyword(s):  
Cognitive Radio ◽  
Cognitive Radio Networks ◽  
Radio Networks ◽  
Selection Algorithm
Sign in / Sign up

Export Citation Format

Share Document