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Keyword

automatic modulation classification

Description: A signal-processing task that identifies a transmitted signal’s modulation scheme from its observed characteristics, often using machine learning.
OpenAlex ID: keywords/automatic-modulation-recognition
An Introduction to Deep Learning for the Physical Layer
2017 · Timothy O'Shea, Jakob Hoydis · IEEE Transactions on Cognitive Communications and Networking · 2,939
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 Models for Wireless Signal Classification With Distributed Low-Cost Spectrum Sensors
2018 · Sreeraj Rajendran, Wannes Meert, et al. · IEEE Transactions on Cognitive Communications and Networking · 935
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Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios
2019 · Yu Wang, Miao Liu, et al. · IEEE Transactions on Vehicular Technology · 706
Algorithms for automatic modulation recognition of communication signals
1998 · A.K. Nandi, E.E. Azzouz · IEEE Transactions on Communications · 699
Modulation Classification Based on Signal Constellation Diagrams and Deep Learning
2018 · Shengliang Peng, Hanyu Jiang, et al. · IEEE Transactions on Neural Networks and Learning Systems · 634
Maximum-likelihood classification for digital amplitude-phase modulations
2000 · Wen Wei, J.M. Mendel · IEEE Transactions on Communications · 564
On the likelihood-based approach to modulation classification
2009 · Fahed Hameed, Octavia Dobre, et al. · IEEE Transactions on Wireless Communications · 459
A Spatiotemporal Multi-Channel Learning Framework for Automatic Modulation Recognition
2020 · Jialang Xu, Chunbo Luo, et al. · IEEE Wireless Communications Letters · 444
Automatic Modulation Classification: A Deep Learning Enabled Approach
2018 · Fan Meng, Peng Chen, et al. · IEEE Transactions on Vehicular Technology · 414
MCNet: An Efficient CNN Architecture for Robust Automatic Modulation Classification
2020 · Thien Huynh-The, Cam-Hao Hua, et al. · IEEE Communications Letters · 390
Likelihood-Ratio Approaches to Automatic Modulation Classification
2010 · Jefferson L. Xu, Wei Su, et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 376
Deep neural network architectures for modulation classification
2017 · Xiaoyu Liu, Diyu Yang, et al. · 2018 52nd Asilomar Conference on Signals, Systems, and Computers · 374
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Automatic Modulation Recognition of Communication Signals
1996 · Elsayed Elsayed Azzouz, Asoke Kumar Nandi · Springer eBooks · 356
Adversarial Attacks on Deep-Learning Based Radio Signal Classification
2018 · Meysam Sadeghi, Erik G. Larsson · IEEE Wireless Communications Letters · 347
Novel Automatic Modulation Classification Using Cumulant Features for Communications via Multipath Channels
2008 · Hsiao-Chun Wu, M. Saquib, et al. · IEEE Transactions on Wireless Communications · 341
Automatic Modulation Classification Using CNN-LSTM Based Dual-Stream Structure
2020 · Zufan Zhang, Hao Luo, et al. · IEEE Transactions on Vehicular Technology · 319
An Improved Neural Network Pruning Technology for Automatic Modulation Classification in Edge Devices
2020 · Yun Lin, Ya Tu, et al. · IEEE Transactions on Vehicular Technology · 314
Complex-Valued Networks for Automatic Modulation Classification
2020 · Ya Tu, Yun Lin, et al. · IEEE Transactions on Vehicular Technology · 313
A Survey of Modulation Classification Using Deep Learning: Signal Representation and Data Preprocessing
2021 · Shengliang Peng, Shujun Sun, et al. · IEEE Transactions on Neural Networks and Learning Systems · 308
Likelihood ratio tests for modulation classification
2002 · P. Panagiotou, A. Anastasopoulos, et al. · IEEE Military Communications Conference (MILCOM) · 294
Signal classification using statistical moments
1992 · S.S. Soliman, S.-Z. Hsue · IEEE Transactions on Communications · 285
Autmomatic Modulation Classification Using Combination of Genetic Programming and KNN
2012 · Muhammad Waqar Aslam, Zhechen Zhu, et al. · IEEE Transactions on Wireless Communications · 276
An Efficient Deep Learning Model for Automatic Modulation Recognition Based on Parameter Estimation and Transformation
2021 · Fuxin Zhang, Chunbo Luo, et al. · IEEE Communications Letters · 274
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LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing
2020 · Yu Wang, Jie Yang, et al. · IEEE Transactions on Vehicular Technology · 273
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Works count: 4,297
Citation count: 57,070
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