Deep Learning Opportunities for Resource Management in Cognitive Radio Networks

Learning Opportunities ◽

Spectral Decision in Cognitive Radio Networks Based on Deep Learning

Expert Systems with Applications ◽

10.1016/j.eswa.2021.115080 ◽

2021 ◽

pp. 115080

Author(s):

Diego Giral ◽

Cesar Hernández ◽

Camila Salgado

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Trends in Artificial Intelligence Theory and Applications. Artificial Intelligence Practices - Lecture Notes in Computer Science ◽

Deep Learning for QoS-Aware Resource Allocation in Cognitive Radio Networks

10.1007/978-3-030-55789-8_28 ◽

2020 ◽

pp. 312-323

Author(s):

Jerzy Martyna

Keyword(s):

Resource Allocation ◽

Deep Learning ◽

Cognitive Radio ◽

Optimal Balancing between Efficiency and Fairness for Resource Management in Cognitive Radio Networks: A Dynamic Game-Theoretic Approach

2010 7th IEEE Consumer Communications and Networking Conference ◽

10.1109/ccnc.2010.5421628 ◽

2010 ◽

Cited By ~ 4

Author(s):

Chun-gang Yang ◽

Jian-dong Li ◽

Dan Chen

Keyword(s):

Cognitive Radio ◽

Resource Management ◽

Dynamic Game ◽

Radio Networks ◽

Theoretic Approach ◽

Game Theoretic ◽

Game Theoretic Approach

Deep Learning-Inspired Message Passing Algorithm for Efficient Resource Allocation in Cognitive Radio Networks

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2018.2883669 ◽

2019 ◽

Vol 68 (1) ◽

pp. 641-653 ◽

Cited By ~ 71

Author(s):

Miao Liu ◽

Tiecheng Song ◽

Jing Hu ◽

Jie Yang ◽

Guan Gui

Keyword(s):

Resource Allocation ◽

Deep Learning ◽

Cognitive Radio ◽

Message Passing ◽

Radio Networks ◽

Message Passing Algorithm ◽

Efficient Resource

Distributed Resource Management in Multihop Cognitive Radio Networks for Delay-Sensitive Transmission

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2008.925308 ◽

2009 ◽

Vol 58 (2) ◽

pp. 941-953 ◽

Cited By ~ 75

Author(s):

Hsien-Po Shiang ◽

M. van der Schaar

Keyword(s):

Cognitive Radio ◽

Resource Management ◽

Radio Networks ◽

Distributed Resource Management ◽

Delay Sensitive

Radio resource management algorithms for efficient QoS provisioning over cognitive radio networks

2013 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2013.6654893 ◽

2013 ◽

Cited By ~ 13

Author(s):

Athina Bourdena ◽

Georgios Kormentzas ◽

Evangelos Pallis ◽

George Mastorakis

Keyword(s):

Cognitive Radio ◽

Resource Management ◽

Radio Resource Management ◽

Radio Networks ◽

Qos Provisioning ◽

Radio Resource ◽

Resource Management Algorithms ◽

Management Algorithms

2010 IEEE International Conference on Wireless Information Technology and Systems ◽

Joint resource management for system coexistence in cognitive radio networks

10.1109/icwits.2010.5611984 ◽

2010 ◽

Cited By ~ 1

Author(s):

Zhao Li ◽

Jiandong Li ◽

Jiawei Yang

Keyword(s):

Cognitive Radio ◽

Resource Management ◽

Resource management in spectrum sharing cognitive radio networks with probabilistic interference constraints

2014 22nd Iranian Conference on Electrical Engineering (ICEE) ◽

10.1109/iraniancee.2014.6999809 ◽

2014 ◽

Author(s):

Reza Khederzadeh ◽

Abdo Jabar Hasanvand ◽

Hamid Farrokhi

Keyword(s):

Cognitive Radio ◽

Resource Management ◽

Spectrum Sharing ◽

Radio Networks ◽

Interference Constraints

Analysis and performance evaluation of resource management mechanisms in heterogeneous traffic cognitive radio networks

EURASIP Journal on Wireless Communications and Networking ◽

10.1186/s13638-017-1003-3 ◽

2017 ◽

Vol 2017 (1) ◽

Author(s):

S. Lirio Castellanos-Lopez ◽

Felipe A. Cruz-Pérez ◽

Genaro Hernandez-Valdez ◽

Mario E. Rivero-Angeles

Keyword(s):

Performance Evaluation ◽

Cognitive Radio ◽

Resource Management ◽

Radio Networks ◽

Heterogeneous Traffic ◽

And Performance

Lightweight Deep Learning Model for Automatic Modulation Classification in Cognitive Radio Networks

IEEE Access ◽

10.1109/access.2020.3033989 ◽

2020 ◽

Vol 8 ◽

pp. 197532-197541

Author(s):

Seung-Hwan Kim ◽

Jae-Woo Kim ◽

Van-Sang Doan ◽

Dong-Seong Kim

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Learning Model ◽

Radio Networks ◽

Modulation Classification ◽

Automatic Modulation Classification ◽

Deep Learning Model