Spatial anti-jamming scheme for internet of satellites based on the deep reinforcement learning and stackelberg game
C Han, L Huo, X Tong, H Wang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The anti-jamming communication of the heterogeneous Internet of Satellites (IoS) has drawn
increasing attentions due to the smart jamming and high dynamics. This paper investigates …
increasing attentions due to the smart jamming and high dynamics. This paper investigates …
Stackelberg game approaches for anti-jamming defence in wireless networks
This article investigates the anti-jamming communications problem in wireless networks
from a Stackelberg game perspective. By exploring and analyzing the inherent …
from a Stackelberg game perspective. By exploring and analyzing the inherent …
Dynamic anti-jamming coalition for satellite-enabled army IoT: A distributed game approach
C Han, A Liu, H Wang, L Huo… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Satellite-enabled army Internet of Things (SaIoT) has drawn increasing attention due to the
wide-coverage and large-capacity transmission. However, the smart jamming based on …
wide-coverage and large-capacity transmission. However, the smart jamming based on …
UAV networks against multiple maneuvering smart jamming with knowledge-based reinforcement learning
The unmanned aerial vehicles (UAVs) networks are very vulnerable to smart jammers that
can choose their jamming strategy based on the ongoing channel state accordingly …
can choose their jamming strategy based on the ongoing channel state accordingly …
Anti-intelligent UAV jamming strategy via deep Q-networks
The downlink communications are vulnerable to intelligent unmanned aerial vehicle (UAV)
jamming attack. In this paper, we propose a novel anti-intelligent UAV jamming strategy, in …
jamming attack. In this paper, we propose a novel anti-intelligent UAV jamming strategy, in …
A multi-leader one-follower Stackelberg game approach for cooperative anti-jamming: No pains, no gains
Y Zhang, Y Xu, Y Xu, Y Yang, Y Luo… - IEEE Communications …, 2018 - ieeexplore.ieee.org
To tackle the multi-user and multi-channel issues in anti-jamming problems, we model the
problem as a multi-leader one-follow Stackelberg game. An anti-jamming mechanism with …
problem as a multi-leader one-follow Stackelberg game. An anti-jamming mechanism with …
Jamming mitigation via hierarchical security game for IoT communications
In the Internet of Things (IoT), the malicious node with sensorial capability can smartly
launch jamming attacks only when it detects the legitimate transmission, known as the …
launch jamming attacks only when it detects the legitimate transmission, known as the …
Pattern-aware intelligent anti-jamming communication: A sequential deep reinforcement learning approach
This paper investigates the problem of anti-jamming communication in dynamic and
intelligent jamming environment. A sequential deep reinforcement learning algorithm …
intelligent jamming environment. A sequential deep reinforcement learning algorithm …
A one-leader multi-follower Bayesian-Stackelberg game for anti-jamming transmission in UAV communication networks
Y Xu, G Ren, J Chen, Y Luo, L Jia, X Liu, Y Yang… - Ieee …, 2018 - ieeexplore.ieee.org
This paper focuses on the anti-jamming transmission problem in unmanned aerial vehicle
(UAV) communication networks. Considering the incomplete information constraint and the …
(UAV) communication networks. Considering the incomplete information constraint and the …
GPDS: A multi-agent deep reinforcement learning game for anti-jamming secure computing in MEC network
Abstract The openness of Mobile Edge Computing (MEC) networks makes them vulnerable
to interference attacks by malicious jammers, which endangers the communication quality of …
to interference attacks by malicious jammers, which endangers the communication quality of …