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Clustering Algorithm-Based Data Fusion Scheme for Robust Cooperative Spectrum Sensing 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 5777-5786
Authors:  Zhang, Shunchao;  Wang, Yonghua;  Wan, Pin;  Zhuang, Jiawei;  Zhang, Yongwei;  Li, Yi
Favorite  |  View/Download:43/0  |  Submit date:2020/06/02
Cognitive radio  robust cooperative spectrum sensing  sensing data fusion  K-medoids clustering algorithm  Mean-shift clustering algorithm  
Spectrum Sensing Method Based on Information Geometry and Deep Neural Network 期刊论文
ENTROPY, 2020, 卷号: 22, 期号: 1, 页码: 13
Authors:  Du, Kaixuan;  Wan, Pin;  Wang, Yonghua;  Ai, Xiongzhi;  Chen, Huang
Favorite  |  View/Download:41/0  |  Submit date:2020/06/02
spectrum sensing  information geometry  statistical manifold  geodesic distance  deep neural network  
Multiple-Antenna Cooperative Spectrum Sensing Based on the Wavelet Transform and Gaussian Mixture Model 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 18, 页码: 18
Authors:  Zhang, Shunchao;  Wang, Yonghua;  Yuan, Hantao;  Wan, Pin;  Zhang, Yongwei
Favorite  |  View/Download:53/0  |  Submit date:2019/12/16
cognitive radio  spectrum sensing  multiple-antenna  wavelet transform  Gaussian mixture model  
A survey of dynamic spectrum allocation based on reinforcement learning algorithms in cognitive radio networks 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2019, 卷号: 51, 期号: 3, 页码: 493-506
Authors:  Wang, Yonghua;  Ye, Zifeng;  Wan, Pin;  Zhao, Jiajun
Favorite  |  View/Download:52/0  |  Submit date:2019/07/12
Reinforcement learning  Spectrum allocation  Cognitive radio networks  
A cooperative spectrum sensing method based on information geometry and fuzzy c-means clustering algorithm 期刊论文
EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2019, 页码: 12
Authors:  Zhang, Shunchao;  Wang, Yonghua;  Li, Jiangfan;  Wan, Pin;  Zhang, Yongwei;  Li, Nan
Favorite  |  View/Download:45/0  |  Submit date:2019/07/12
Cooperative spectrum sensing  Information geometry  Decomposition and recombination  Fuzzy c-means clustering algorithm  
A Multi-Antenna Spectrum Sensing Scheme Based on Main Information Extraction and Genetic Algorithm Clustering 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 119620-119630
Authors:  Zhuang, Jiawei;  Wang, Yonghua;  Zhang, Shunchao;  Wan, Pin;  Sun, Chenhao
Favorite  |  View/Download:47/0  |  Submit date:2020/03/30
Spectrum sensing  principal component analysis  information fusion  genetic algorithm clustering  
A Cooperative Spectrum Sensing Method Based on Empirical Mode Decomposition and Information Geometry in Complex Electromagnetic Environment 期刊论文
COMPLEXITY, 2019, 页码: 13
Authors:  Wang, Yonghua;  Zhang, Shunchao;  Zhang, Yongwei;  Wan, Pin;  Li, Jiangfan;  Li, Nan
Favorite  |  View/Download:66/0  |  Submit date:2019/07/12