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Dynamic spectrum anti-jamming in broadband communications: A hierarchical deep reinforcement learning approach Y Li, Y Xu, Y Xu, X Liu, X Wang, W Li, A Anpalagan IEEE Wireless Communications Letters 9 (10), 1616-1619, 2020 | 39 | 2020 |
A reinforcement learning approach for dynamic spectrum anti-jamming in fading environment L Kong, Y Xu, Y Zhang, X Pei, M Ke, X Wang, W Bai, Z Feng 2018 IEEE 18th International Conference on Communication Technology (ICCT …, 2018 | 36 | 2018 |
Joint trajectory and passive beamforming optimization in IRS-UAV enhanced anti-jamming communication networks Z Hou, J Chen, Y Huang, Y Luo, X Wang, J Gu, Y Xu, K Yao China Communications 19 (5), 191-205, 2021 | 31 | 2021 |
Mean field reinforcement learning based anti-jamming communications for ultra-dense internet of things in 6G X Wang, Y Xu, J Chen, C Li, X Liu, D Liu, Y Xu 2020 International Conference on Wireless Communications and Signal …, 2020 | 29 | 2020 |
Machine learning empowered spectrum sharing in intelligent unmanned swarm communication systems: Challenges, requirements and solutions X Wang, Y Xu, C Chen, X Yang, J Chen, L Ruan, Y Xu, R Chen IEEE Access 8, 89839-89849, 2020 | 29 | 2020 |
Better late than never: GAN-enhanced dynamic anti-jamming spectrum access with incomplete sensing information H Han, X Wang, F Gu, W Li, Y Cai, Y Xu, Y Xu IEEE Wireless Communications Letters 10 (8), 1800-1804, 2021 | 24 | 2021 |
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Jamming pattern recognition using spectrum waterfall: A deep learning method Y Cai, K Shi, F Song, Y Xu, X Wang, H Luan 2019 IEEE 5th international conference on computer and communications (ICCC …, 2019 | 22 | 2019 |
Joint power and channel selection for anti-jamming communications: a reinforcement learning approach X Pei, X Wang, L Ruan, L Huang, X Yu, H Luan International Conference on Machine Learning and Intelligent Communications …, 2019 | 15 | 2019 |
On the energy/spectral efficiency of multi-user full-duplex massive MIMO systems with power control X Wang, D Zhang, K Xu, W Ma EURASIP Journal on Wireless Communications and Networking 2017, 1-17, 2017 | 15 | 2017 |
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Joint time-frequency anti-jamming communications: A reinforcement learning approach X Pei, X Wang, J Yao, C Yao, J Ge, L Huang, D Liu 2019 11th International Conference on Wireless Communications and Signal …, 2019 | 14 | 2019 |
Play it by ear: Context-aware distributed coordinated anti-jamming channel access Y Xu, Y Xu, G Ren, J Chen, C Yao, L Jia, D Liu, X Wang IEEE Transactions on Information Forensics and Security 16, 5279-5293, 2021 | 13 | 2021 |
Joint relay and channel selection against mobile and smart jammer: A deep reinforcement learning approach H Yuan, F Song, X Chu, W Li, X Wang, H Han, Y Gong IET Communications 15 (17), 2237-2251, 2021 | 12 | 2021 |
Energy-efficient channel access and data offloading against dynamic jamming attacks Y Xu, J Chen, Y Xu, F Gu, K Yao, L Jia, D Liu, X Wang IEEE Transactions on Green Communications and Networking 5 (4), 1734-1746, 2021 | 12 | 2021 |