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Keyword

modulation recognition

Description: The identification of a signal’s modulation type from its observed characteristics, especially in wireless communications and spectrum monitoring.
OpenAlex ID: keywords/modulation-recognition
Survey of automatic modulation classification techniques: classical approaches and new trends
2007 · O.A. Dobre, A. Abdi, et al. · IET Communications · 1,394
Deep learning for wireless physical layer: Opportunities and challenges
2017 · Tianqi Wang, Chao-Kai Wen, et al. · China Communications · 597
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End-to-End Learning From Spectrum Data: A Deep Learning Approach for Wireless Signal Identification in Spectrum Monitoring Applications
2018 · Merima Kulin, Tarik Kazaz, et al. · IEEE Access · 366
Adversarial Attacks in Modulation Recognition With Convolutional Neural Networks
2020 · Yun Lin, Haojun Zhao, et al. · IEEE Transactions on Reliability · 290
Digital modulation classification using constellation shape
2000 · Bijan G. Mobasseri · Signal Processing · 186
Adversarial Transfer Learning for Deep Learning Based Automatic Modulation Classification
2020 · Ke Bu, Yuan He, et al. · IEEE Signal Processing Letters · 163
Deep Learning for Modulation Recognition: A Survey With a Demonstration
2020 · Ruolin Zhou, Fugang Liu, et al. · IEEE Access · 154
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A Survey on Deep Learning Techniques in Wireless Signal Recognition
2019 · Xiaofan Li, Fangwei Dong, et al. · Wireless Communications and Mobile Computing · 149
Automatic Modulation Classification: Principles, Algorithms and Applications
2014 · Zhechen Zhu, Asoke K. Nandi · CERN Document Server (European Organization for Nuclear Research) · 148
Modulation recognition using artificial neural networks
1997 · A.K. Nandi, E.E. Azzouz · Signal Processing · 144
Threats of Adversarial Attacks in DNN-Based Modulation Recognition
2020 · Yun Lin, Haojun Zhao, et al. · 134
Modulation Recognition With Graph Convolutional Network
2020 · Yabo Liu, Yi Liu, et al. · IEEE Wireless Communications Letters · 127
Automatic Modulation Classification
2014 · Zhechen Zhu, Asoke K. Nandi · Wiley eBooks · 122
Procedure for automatic recognition of analogue and digital modulations
1996 · E.E. Azzouz, A.K. Nandi · IEE Proceedings - Communications · 105
Modulation recognition using hierarchical deep neural networks
2017 · Krishna Karra, Scott Kuzdeba, et al. · IEEE International Symposium on Dynamic Spectrum Access Networks · 101
A Deep Learning Framework for Signal Detection and Modulation Classification
2019 · Xiong Zha, Hua Peng, et al. · Sensors · 98
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Radio transformer networks: Attention models for learning to synchronize in wireless systems
2016 · Timothy J. O'Shea, Latha Pemula, et al. · 2018 52nd Asilomar Conference on Signals, Systems, and Computers · 98
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Modulation Recognition of Underwater Acoustic Signals Using Deep Hybrid Neural Networks
2022 · Weilong Zhang, Xinghai Yang, et al. · IEEE Transactions on Wireless Communications · 92
Deep Learning for Security Problems in 5G Heterogeneous Networks
2021 · Zhihan Lv, Amit Kumar Singh, et al. · IEEE Network · 90
Automatic determination of digital modulation types with different noises using Convolutional Neural Network based on time–frequency information
2019 · Nihat Daldal, Zafer Cömert, et al. · Applied Soft Computing · 82
Transferred deep learning based waveform recognition for cognitive passive radar
2018 · Qing Wang, Panfei Du, et al. · Signal Processing · 81
A Learnable Distortion Correction Module for Modulation Recognition
2018 · Kumar Yashashwi, Amit Sethi, et al. · IEEE Wireless Communications Letters · 75
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Modulation Recognition in Continuous Phase Modulation Using Approximate Entropy
2011 · Saurabh U. Pawar, John F. Doherty · IEEE Transactions on Information Forensics and Security · 71
Targeted Adversarial Examples Against RF Deep Classifiers
2019 · Silvija Kokalj-Filipovic, Rob Miller, et al. · 66
On the Limitations of Targeted Adversarial Evasion Attacks Against Deep Learning Enabled Modulation Recognition
2019 · Samuel Bair, Matthew DelVecchio, et al. · 60
Works count: 1,241
Citation count: 10,230
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