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September 24, 2025Open Access

Agent-Based Anti-Jamming Techniques for UAV Communications in Adversarial Environments: A Comprehensive Survey

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Authors

JYJingpu YangMCMingxuan CuiHZHang Zhang

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Overview

Comprehensive survey highlights agent-based anti-jamming strategies and potential engineering challenges in UAV communications, suggesting adaptive solutions.

Key Points

  • Reliable UAV communications face severe multi-source interference in adversarial environments.
  • The study formalizes intelligent anti-jamming agents using the Perception-Decision-Action paradigm.
  • Game theory models UAV-jammer interactions, while reinforcement learning optimizes adaptive strategies.
  • The survey outlines limitations of current methods and highlights key future research directions for robust systems.

Cite This Study

Yang et al. (2025) studied this question.

synapsesocial.com/papers/68d6e16f8b2b6861e4c400f7https://doi.org/10.48550/arxiv.2508.11687
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