Author

Hang Zhang

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2026

IDTD-RL: An Intelligent Dual-Track Defense Risk-Sensitive Reinforcement Learning Framework for Anti-Spoofing in UAV Communications

Intelligent spoofing poses a critical threat to unmanned aerial vehicle (UAV) communications by corrupting synchronization and channel estimation while evading power-based detection. This paper presents IDTD-RL, a risk-sensitive reinforcement learning framework for adaptive anti-spoofing defense in OFDM-based UAV syste...

Hang Zhang, Wen-Rui Ding, Yu-Feng Wang et al. · IEEE Transactions on Informa... · 1 citation

2026

Robust DOA Estimation Method Based on Self-Supervised Learning and Adversarial Augmentation

Direction-of-arrival (DOA) estimation in complex electromagnetic environments plays a critical role in target detection and localization. However, achieving accurate estimation remains a challenge under adverse and non-ideal conditions. We propose a novel self-supervised learning and adversarial augmentation complex-va...

Ze-Qi Shao, Wen-Rui Ding, Duona Zhang et al. · IEEE Wireless Communications... · 0 citations