Data-Driven Deep Learning for Signal Classification in Industrial Cognitive Radio Networks

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.2985715 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Mingqian Liu ◽

Guiyue Liao ◽

Nan Zhao ◽

Hao Song ◽

Fengkui Gong

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Signal Classification ◽

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

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

10.1007/978-3-030-55789-8_28 ◽

2020 ◽

pp. 312-323

Author(s):

Jerzy Martyna

Keyword(s):

Resource Allocation ◽

Deep Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

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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 ◽

Cognitive Radio Networks ◽

Learning Opportunities ◽

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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 ◽

Author(s):

Miao Liu ◽

Tiecheng Song ◽

Jing Hu ◽

Jie Yang ◽

Guan Gui

Keyword(s):

Resource Allocation ◽

Deep Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Message Passing ◽

Radio Networks ◽

Message Passing Algorithm ◽

Efficient Resource

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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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Research on Spectrum Map Dissemination for Data-Driven Cognitive Radio Networks

2020 International Conference on Wireless Communications and Signal Processing (WCSP) ◽

10.1109/wcsp49889.2020.9299761 ◽

2020 ◽

Author(s):

Yue Zhang ◽

Li Zhou ◽

Xiang Tan ◽

Qi Tang ◽

Jibo Wei

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

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Spectrum Occupancy Reconstruction in Distributed Cognitive Radio Networks Using Deep Learning

IEEE Access ◽

10.1109/access.2019.2894784 ◽

2019 ◽

Vol 7 ◽

pp. 14294-14307 ◽

Author(s):

Mduduzi C. Hlophe ◽

Sunil B. T. Maharaj

Keyword(s):

Deep Learning ◽

Cognitive Radio ◽

Cognitive Radio Networks ◽

Radio Networks ◽

Spectrum Occupancy

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Adaptive Data-Driven Wideband Compressive Spectrum Sensing for Cognitive Radio Networks

Journal of Communications and Information Networks ◽

10.1007/s41650-018-0016-3 ◽

2018 ◽

Vol 3 (2) ◽

pp. 84-92 ◽

Author(s):

Mohsen Ghadyani ◽

Ali Shahzadi

Keyword(s):

Cognitive Radio ◽

Spectrum Sensing ◽

Cognitive Radio Networks ◽

Radio Networks ◽

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Energy-Efficient Processor for Blind Signal Classification in Cognitive Radio Networks

IEEE Transactions on Circuits and Systems I Regular Papers ◽

10.1109/tcsi.2013.2278392 ◽

2014 ◽

Vol 61 (2) ◽

pp. 587-599 ◽

Author(s):

Eric Rebeiz ◽

Fang-Li Yuan ◽

Paulo Urriza ◽

Dejan Markovic ◽

Danijela Cabric

Keyword(s):

Cognitive Radio ◽

Cognitive Radio Networks ◽

Energy Efficient ◽

Radio Networks ◽

Signal Classification ◽

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