Over-the-Air Modulation Classification using Deep Learning in Fading Channels for Cognitive Radio

Indian Journal of Science and Technology ◽

10.17485/ijst/v14i46.2073 ◽

2021 ◽

Vol 14 (46) ◽

pp. 3360-3369

Author(s):

K R Arjun ◽

◽

T P Surekha

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Fading Channels ◽

Modulation Classification

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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 ◽

Cognitive Radio Networks ◽

Learning Model ◽

Radio Networks ◽

Modulation Classification ◽

Automatic Modulation Classification ◽

Deep Learning Model

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

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

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 ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Modulation Classification

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Deep learning-based automated modulation classification for cognitive radio

2016 IEEE International Conference on Communication Systems (ICCS) ◽

10.1109/iccs.2016.7833571 ◽

2016 ◽

Author(s):

Gihan J. Mendis ◽

Jin Wei ◽

Arjuna Madanayake

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Modulation Classification

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Feature-Based Automatic Modulation Classification Using Deep Learning in Cognitive Radio

The Journal of Korean Institute of Communications and Information Sciences ◽

10.7840/kics.2018.43.6.930 ◽

2018 ◽

Vol 43 (6) ◽

pp. 930-944

Author(s):

Ik-Soo Choi ◽

Sung-Jeen Jang ◽

Sang-Jo Yoo

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Modulation Classification ◽

Automatic Modulation Classification ◽

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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 ◽

Modulation Classification ◽

Radio Network ◽

Automatic Modulation Classification ◽

Deep Learning Model

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Deep Learning for Constellation-based Modulation Classification under Multipath Fading Channels

2020 International Conference on Information and Communication Technology Convergence (ICTC) ◽

10.1109/ictc49870.2020.9289413 ◽

2020 ◽

Author(s):

Thien Huynh-The ◽

Cam-Hao Hua ◽

Van-Sang Doan ◽

Quoc-Viet Pham ◽

Toan-Van Nguyen ◽

...

Keyword(s):

Deep Learning ◽

Fading Channels ◽

Multipath Fading ◽

Modulation Classification ◽

Multipath Fading Channels

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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 ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Modulation Classification ◽

Automatic Modulation Classification

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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 ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Modulation Classification ◽

Automatic Modulation Classification

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Physical-Layer Security on Maximal Ratio Combining for SIMO Cognitive Radio Networks over Cascaded κ-μ Fading Channels

IEEE Transactions on Cognitive Communications and Networking ◽

10.1109/tccn.2021.3074178 ◽

2021 ◽

pp. 1-1

Author(s):

Deemah H. Tashman ◽

Walaa Hamouda

Keyword(s):

Cognitive Radio ◽

Fading Channels ◽

Cognitive Radio Networks ◽

Physical Layer Security ◽

Physical Layer ◽

Radio Networks ◽

Maximal Ratio Combining

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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 ◽

Cognitive Radio Networks ◽

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