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Automatic Digital Modulation Classification Algorithms
2006 8th international Conference on Signal Processing, 2006In this paper, we develop a new modulation classification of MPSK signal, gain approximately classify statistics via received signal sampled and main parameters approximated. Simulation results indicate that the algorithms can gain high probability of correct classification and low compute quantity, when an appropriate sampling plan is used by SNR ...
Wei Zhang, Hu Yang
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Automatic Modulation Classification in Deep Learning
2022 5th International Conference on Communications, Signal Processing, and their Applications (ICCSPA), 2022Khawla A. Alnajjar +2 more
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A Highly Controllable Cooperative Automatic Modulation Classification
Wireless Personal Communications, 2023Abdul Rahim V. C, Chris Prema S
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Graphic Constellations and DBN Based Automatic Modulation Classification
2017 IEEE 85th Vehicular Technology Conference (VTC Spring), 2017In this paper, we propose a low-complexity graphic constellation projection (GCP) algorithm for automatic modulation classification (AMC), where the recovered symbols are projected into artificial graphic constellations. Unlike the existing feature- based (FB) algorithms, we convert the AMC problem into an image recognition problem.
Fen Wang, Yongchao Wang, Xi Chen
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Automatic Modulation Classification via Meta-Learning
IEEE Internet of Things Journal, 2023Xiaoyang Hao +4 more
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A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks
IEEE Transactions on Cognitive Communications and Networking, 2022Qihui Wu, Fuhui Zhou
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A Pruning Neural Network for Automatic Modulation Classification
2021 8th International Conference on Dependable Systems and Their Applications (DSA), 2021Zherui Zhang, Ya Tu
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AMCRN: Few-Shot Learning for Automatic Modulation Classification
IEEE Communications Letters, 2022Hongming Zhang +2 more
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A Data Preprocessing Method for Automatic Modulation Classification Based on CNN
IEEE Communications Letters, 2021Ming Huang
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