Meta mean-field Q-learning-based anti-jamming and covert communication mechanism for large-scale UAV networks

Qian Yuwen; Wu Haoyang; Shi Long; Cao Yang; Wang Zhe; Chen Guangji; Ma Chuan; Wei Kang

doi:10.11959/j.issn.1000-436x.TXXB250691

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Meta mean-field Q-learning-based anti-jamming and covert communication mechanism for large-scale UAV networks

Papers | 更新时间：2026-07-16

- Meta mean-field Q-learning-based anti-jamming and covert communication mechanism for large-scale UAV networks
- Journal on Communications Vol. 47, Issue 6, Pages: 173-189(2026)
- 作者机构：
  
  1.南京理工大学电子工程与光电技术学院，江苏南京 210094
  2.南京理工大学计算机科学与工程学院，江苏南京 210094
  3.重庆大学计算机学院，重庆 400044
  4.东南大学网络空间安全学院，江苏南京 210096
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China Youth Project(62501281;62202232;62501279;62572083);The Hainan Province Key Research and Development Program(ZDYF2024GXJS292)
- DOI：10.11959/j.issn.1000-436x.TXXB250691
  CLC： TN929.5
- Received：24 January 2026，
  
  Revised：2026-04-08，
  
  Accepted：09 April 2026，
  
  Published：20 June 2026
- 稿件说明：
移动端阅览
钱玉文,吴浩阳,时龙等.基于元平均场Q学习的大规模无人机组网抗干扰与隐蔽通信机制[J].通信学报,2026,47(06):173-189.

Qian Yuwen,Wu Haoyang,Shi Long,et al.Meta mean-field Q-learning-based anti-jamming and covert communication mechanism for large-scale UAV networks[J].Journal on Communications,2026,47(06):173-189.
钱玉文,吴浩阳,时龙等.基于元平均场Q学习的大规模无人机组网抗干扰与隐蔽通信机制[J].通信学报,2026,47(06):173-189. DOI： 10.11959/j.issn.1000-436x.TXXB250691.

Qian Yuwen,Wu Haoyang,Shi Long,et al.Meta mean-field Q-learning-based anti-jamming and covert communication mechanism for large-scale UAV networks[J].Journal on Communications,2026,47(06):173-189. DOI： 10.11959/j.issn.1000-436x.TXXB250691.

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Meta mean-field Q-learning-based anti-jamming and covert communication mechanism for large-scale UAV networks

DOI：10.11959/j.issn.1000-436x.TXXB250691