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

Learning Model ◽

Radio Networks ◽

Design of Deep Learning Model for Automatic Modulation Classification in Cognitive Radio Network

The Journal of Korean Institute of Communications and Information Sciences ◽

10.7840/kics.2020.45.8.1364 ◽

2020 ◽

Vol 45 (8) ◽

pp. 1364-1372

Author(s):

Seung-Hwan Kim ◽

Chi-Yoon Kim ◽

Sang-Ho Yoo ◽

Dong-Seong Kim

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Cognitive Radio Network ◽

Learning Model ◽

Radio Network ◽

Corrections to “Deep Learning-Based Robust Automatic Modulation Classification for Cognitive Radio Networks”

IEEE Access ◽

10.1109/access.2021.3100935 ◽

2021 ◽

Vol 9 ◽

pp. 109094-109094

Author(s):

Seung-Hwan Kim ◽

Jae-Woo Kim ◽

Williams-Paul Nwadiugwu ◽

Dong-Seong Kim

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Radio Networks ◽

Automatic Modulation Classification

Deep Learning-based Robust Automatic Modulation Classification for Cognitive Radio Networks

IEEE Access ◽

10.1109/access.2021.3091421 ◽

2021 ◽

pp. 1-1

Author(s):

Seung-Hwan Kim ◽

Jae-Woo Kim ◽

Williams-Paul Nwadiugwu ◽

Dong-Seong Kimb

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Radio Networks ◽

Automatic Modulation Classification

Unsupervised feature learning and automatic modulation classification using deep learning model

Physical Communication ◽

10.1016/j.phycom.2017.09.004 ◽

2017 ◽

Vol 25 ◽

pp. 75-84 ◽

Cited By ~ 24

Author(s):

Afan Ali ◽

Fan Yangyu

Keyword(s):

Deep Learning ◽

Feature Learning ◽

Learning Model ◽

Unsupervised Feature Learning ◽

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Future Access Enablers for Ubiquitous and Intelligent Infrastructures ◽

Hybrid Noise-Resilient Deep Learning Architecture for Modulation Classification in Cognitive Radio Networks

10.1007/978-3-030-23976-3_20 ◽

2019 ◽

pp. 214-227

Author(s):

Antoni Ivanov ◽

Krasimir Tonchev ◽

Vladimir Poulkov ◽

Hussein Al-Shatri ◽

Anja Klein

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Radio Networks ◽

Modulation Classification

A Hybrid Deep Learning Model for Automatic Modulation Classification

IEEE Wireless Communications Letters ◽

10.1109/lwc.2021.3126821 ◽

2021 ◽

pp. 1-1

Author(s):

Seung-Hwan Kim ◽

Chang-Bae Moon ◽

Jae-Woo Kim ◽

Dong-Seong Kim

Keyword(s):

Deep Learning ◽

Learning Model ◽

Automatic Modulation Classification Based on In-Phase Quadrature Diagram Constellation Combined with a Deep Learning Model

Indian Journal of Science and Technology ◽

10.17485/ijst/2020/v13i02/148648 ◽

2020 ◽

Vol 13 (2) ◽

pp. 200-212

Author(s):

Jean Baptiste Bi Gouho

Keyword(s):

Deep Learning ◽

Learning Model ◽

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 ◽

Radio Networks

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 ◽

Radio Networks

Deep Learning Opportunities for Resource Management in Cognitive Radio Networks

Developments in Cognitive Radio Networks ◽

10.1007/978-3-030-64653-0_10 ◽

2020 ◽

pp. 189-207

Author(s):

Bodhaswar TJ Maharaj ◽

Babatunde Seun Awoyemi

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Resource Management ◽

Learning Opportunities ◽

Radio Networks