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Automatic Digital Modulation Classification Algorithms

2006 8th international Conference on Signal Processing, 2006
In 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
openaire   +1 more source

Automatic Modulation Classification in Deep Learning

2022 5th International Conference on Communications, Signal Processing, and their Applications (ICCSPA), 2022
Khawla A. Alnajjar   +2 more
openaire   +2 more sources

A Highly Controllable Cooperative Automatic Modulation Classification

Wireless Personal Communications, 2023
Abdul Rahim V. C, Chris Prema S
openaire   +2 more sources

Graphic Constellations and DBN Based Automatic Modulation Classification

2017 IEEE 85th Vehicular Technology Conference (VTC Spring), 2017
In 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
openaire   +2 more sources

Automatic Modulation Classification via Meta-Learning

IEEE Internet of Things Journal, 2023
Xiaoyang Hao   +4 more
openaire   +1 more source

Automatic Modulation Classification

2014
Zhechen Zhu, Asoke K. Nandi
openaire   +1 more source

A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks

IEEE Transactions on Cognitive Communications and Networking, 2022
Qihui Wu, Fuhui Zhou
exaly  

A Pruning Neural Network for Automatic Modulation Classification

2021 8th International Conference on Dependable Systems and Their Applications (DSA), 2021
Zherui Zhang, Ya Tu
openaire   +2 more sources

AMCRN: Few-Shot Learning for Automatic Modulation Classification

IEEE Communications Letters, 2022
Hongming Zhang   +2 more
exaly  

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