Optimal frequency-hopping anti-jamming strategy based on multi-step prediction Markov decision process

P Wei, S Wang, J Luo, Y Liu, L Hu - Wireless Networks, 2021 - Springer
With the increasingly fierce competition for electromagnetic spectrum resources and the
rapid development in artificial intelligence, frequency-hopping (FH) communication systems …

Play it by ear: Context-aware distributed coordinated anti-jamming channel access

Y Xu, Y Xu, G Ren, J Chen, C Yao, L Jia… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This paper investigates the anti-jamming problems in wireless communication networks. In
these networks consisted of multiple devices (users), there exist two critical problems. On the …

Equilibrium Approximating and Online Learning for Anti-Jamming Game of Satellite Communication Power Allocation

M Zou, J Chen, J Luo, Z Hu, S Chen - Electronics, 2022 - mdpi.com
Satellite communication systems are increasingly facing serious environmental challenges
such as malicious jamming, monitoring, and intercepting. As a current development of …

Cross-layer anti-jamming scheme: A hierarchical learning approach

C Han, Y Niu - IEEE Access, 2018 - ieeexplore.ieee.org
This paper investigates the cross-layer optimization for anti-jamming in the network and
MAC layers, in which the jammer can adjust the jamming policies to maximize the jamming …

Interference-aware spectrum resource management in dynamic environment: strategic learning with higher-order statistic optimization

Y Du, X Qiao, Y Zhang, L Xue, T Zhang… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Wireless spectrum environment is complex and uncertain in practical scenarios. For
spectrum resource management, there are two crucial challenges to be resolved. First …

Game-theoretic learning approaches for secure D2D communications against full-duplex active eavesdropper

Y Luo, Z Feng, H Jiang, Y Yang, Y Huang, J Yao - IEEE Access, 2019 - ieeexplore.ieee.org
In this paper, we analyze the anti-eavesdropping and anti-jamming performance of D2D
communications with a full-duplex active eavesdropper (FAE). We consider the scenario that …

Learning-Based Multi-Domain Anti-Jamming Communication with Unknown Information

Y Li, J Wang, Z Gao - Electronics, 2023 - mdpi.com
Due to the open nature of the wireless channel, wireless networks are vulnerable to
jamming attacks. In this paper, we try to solve the anti-jamming problem caused by smart …

Interference-aware cooperative anti-jamming distributed channel selection in UAV communication networks

Y Xu, G Ren, J Chen, X Zhang, L Jia, L Kong - Applied Sciences, 2018 - mdpi.com
This paper investigates the cooperative anti-jamming distributed channel selection problem
in UAV communication networks. Considering the existence of malicious jamming and co …

Anti-jamming transmission in UAV communication networks: A Stackelberg game approach

Y Xu, G Ren, J Chen, L Jia, Y Xu - 2017 IEEE/CIC International …, 2017 - ieeexplore.ieee.org
We investigate the anti-jamming problem in unmanned aerial vehicles (UAV)
communication networks, in which the mutual interference among UAVs is considered. A …

Joint power and trajectory optimization in UAV anti-jamming communication networks

Y Xu, G Ren, J Chen, X Zhang, L Jia… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
This paper mainly investigates the unmanned aerial vehicle (UAV) communication networks
under the threat of a static malicious jammer. While taking the flying process of the user …