Stackelberg Game-Based Anti-Jamming Channel Selection in Satellite-Terrestrial Networks

This paper proposes a game-based anti-jamming channel selection method for satellite-terrestrial networks. Firstly, to address the insufficient consideration of user demands in existing schemes, a Mean Opinion Score (MOS)-based Quality of Experience (QoE) model is established. Secondly, the interaction between jammer and users is modeled as a one-leader multi-follower Stackelberg game, while local cooperation among users is formulated as a local altruistic game. Finally, a hierarchical Q-learning with spatial altruistic play (HQ-SAP) algorithm is proposed to obtain the game equilibrium solution. Simulations validate its convergence and effectiveness, achieving a good satisfaction rate for the network.

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Publication Details

Published
2025-06-17
DOI
https://doi.org/10.1109/vtc2025-spring65109.2025.11174369
Primary Topic
Wireless Communication Security Techniques
Type
article
Field-Weighted Citation Impact
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article

Stackelberg Game-Based Anti-Jamming Channel Selection in Satellite-Terrestrial Networks

Hongyu Zhou, Yunfan Zhang, Luliang Jia, Wenting Cao
Wireless Communication Security Techniques
article

Stackelberg Game-Based Anti-Jamming Channel Selection in Satellite-Terrestrial Networks

Hongyu Zhou, Yunfan Zhang, Luliang Jia, Wenting Cao
article en

Abstract

This paper proposes a game-based anti-jamming channel selection method for satellite-terrestrial networks. Firstly, to address the insufficient consideration of user demands in existing schemes, a Mean Opinion Score (MOS)-based Quality of Experience (QoE) model is established. Secondly, the interaction between jammer and users is modeled as a one-leader multi-follower Stackelberg game, while local cooperation among users is formulated as a local altruistic game. Finally, a hierarchical Q-learning with spatial altruistic play (HQ-SAP) algorithm is proposed to obtain the game equilibrium solution. Simulations validate its convergence and effectiveness, achieving a good satisfaction rate for the network.

National Space Science Center (CN), Space Engineering University (CN)
Openalex Percentile: Top 73%
Wireless Communication Security Techniques
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