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Shengliang Peng
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Modulation classification based on signal constellation diagrams and deep learning
S Peng, H Jiang, H Wang, H Alwageed, Y Zhou, MM Sebdani, YD Yao
IEEE transactions on neural networks and learning systems 30 (3), 718-727, 2018
5212018
Modulation classification using convolutional neural network based deep learning model
S Peng, H Jiang, H Wang, H Alwageed, YD Yao
2017 26th Wireless and Optical Communication Conference (WOCC), 1-5, 2017
2082017
A survey of modulation classification using deep learning: Signal representation and data preprocessing
S Peng, S Sun, YD Yao
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7020-7038, 2021
1372021
Blind detection for primary user based on the sample covariance matrix in cognitive radio
X Yang, K Lei, S Peng, X Cao
IEEE Communications Letters 15 (1), 40-42, 2010
692010
Deep learning based automatic modulation classification for varying SNR environment
X Xie, Y Ni, S Peng, YD Yao
2019 28th Wireless and Optical Communications Conference (WOCC), 1-5, 2019
272019
Deep learning based channel code recognition using TextCNN
X Qin, S Peng, X Yang, YD Yao
2019 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2019
202019
Blind identification of LDPC code based on deep learning
Y Ni, S Peng, L Zhou, X Yang
2019 6th International Conference on Dependable Systems and Their …, 2020
152020
Deep learning-based signal-to-noise ratio estimation using constellation diagrams
X Xie, S Peng, X Yang
Mobile Information Systems 2020, 1-9, 2020
142020
Prioritized secondary user access control in cognitive radio networks
H Wang, YD Yao, S Peng
IEEE Access 6, 11007-11016, 2018
142018
Identification of ISM band signals using deep learning
M He, S Peng, H Wang, YD Yao
2020 29th Wireless and Optical Communications Conference (WOCC), 1-4, 2020
132020
Radio spectrum awareness using deep learning: Identification of fading channels, signal distortions, medium access control protocols, and cellular systems
Y Zhou, H Alhazmi, MH Alhazmi, A Almarhabi, M Alymani, M He, S Peng, ...
Intelligent and Converged Networks 2 (1), 16-29, 2021
122021
Determinant of the sample covariance matrix based spectrum sensing algorithm for cognitive radio
K Lei, X Yang, S Peng, X Cao
2011 7th International Conference on Wireless Communications, Networking and …, 2011
122011
Mac protocol identification using convolutional neural networks
Y Zhou, S Peng, Y Yao
2020 29th Wireless and Optical Communications Conference (WOCC), 1-4, 2020
112020
Relay based cooperative spectrum sensing in distributed cognitive radio networks
S Peng, S Shu, X Yang, X Cao
2012 IEEE Wireless Communications and Networking Conference (WCNC), 1370-1374, 2012
102012
Effect of correlations on the performance of GLRT detector in cognitive radios
X Yang, S Peng, P Zhu, H Chen, X Cao
IEICE transactions on communications 94 (4), 1089-1093, 2011
102011
Impact of the dimension of the observation space on the decision thresholds for GLRT detectors in spectrum sensing
X Yang, S Peng, K Lei, R Lu, X Cao
IEEE Wireless Communications Letters 1 (4), 396-399, 2012
92012
An improved design of gallager mapping for LDPC-coded BICM-ID system
L Zhou, W Huang, S Peng, Y Chen, Y He
Electronics 20 (1), 16-21, 2016
82016
Fast cooperative energy detection under accuracy constraints in cognitive radio networks
S Peng, W Zheng, R Gao, K Lei
Wireless Communications and Mobile Computing 2017, 2017
72017
Fast two-step energy detection for spectrum sensing
M Lai, S Peng, X Yang, L Zhou
Journal of Electrical and Computer Engineering 2015, 18-18, 2015
72015
Threshold setting for multiple primary user spectrum sensing via spherical detector
X Yang, K Lei, S Peng, L Hu, S Li, X Cao
IEEE Wireless Communications Letters 8 (2), 488-491, 2018
52018
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