Artificial intelligence for satellite communication: A review

F Fourati, MS Alouini - Intelligent and Converged Networks, 2021 - ieeexplore.ieee.org
Satellite communication offers the prospect of service continuity over uncovered and under-
covered areas, service ubiquity, and service scalability. However, several challenges must …

Applications and prospects of artificial intelligence in covert satellite communication: a review

K Lu, H Liu, L Zeng, J Wang, Z Zhang, J An - Science China Information …, 2023 - Springer
Satellite communication has the characteristics of wide coverage and large communication
capacity, and is not easily affected by land disasters. It is quite suitable as a supplement to …

A collaborative multi-agent reinforcement learning anti-jamming algorithm in wireless networks

F Yao, L Jia - IEEE wireless communications letters, 2019 - ieeexplore.ieee.org
In this letter, we investigate the anti-jamming defense problem in multi-user scenarios,
where the coordination among users is taken into consideration. The Markov game …

Stackelberg game approaches for anti-jamming defence in wireless networks

L Jia, Y Xu, Y Sun, S Feng… - IEEE Wireless …, 2018 - ieeexplore.ieee.org
This article investigates the anti-jamming communications problem in wireless networks
from a Stackelberg game perspective. By exploring and analyzing the inherent …

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 …

Beam-domain anti-jamming transmission for downlink massive MIMO systems: A Stackelberg game perspective

Z Shen, K Xu, X Xia - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
In this paper, beam-domain (BD) anti-jamming transmission in a downlink massive multiple-
input multiple-output (MIMO) system is investigated. A smart jammer with multiple antennas …

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 …

A learning-based spectrum access Stackelberg game: Friendly jammer-assisted communication confrontation

N Qi, W Wang, M Xiao, L Jia, S Jin… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Defensive and offensive capabilities are both significant in communication confrontation
games. By exploiting the above two capabilities, a new confrontation mechanism in the …

A game-theoretic learning approach for anti-jamming dynamic spectrum access in dense wireless networks

L Jia, Y Xu, Y Sun, S Feng, L Yu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, we investigate the anti-jamming channel selection problem for interference
mitigation (IM) based dense wireless networks in dynamic environment, in which the active …

Fog computing systems: State of the art, research issues and future trends, with a focus on resilience

J Moura, D Hutchison - Journal of Network and Computer Applications, 2020 - Elsevier
Many future innovative computing services will use Fog Computing Systems (FCS),
integrated with Internet of Things (IoT) resources. These new services, built on the …