Specific Emitter Identification (SEI) in real-world deployments suffers from severe long-tailed class distributions. Existing single network approaches allow head classes to dominate the shared feature space, while direct application of Mixtureof-Experts (MoE) models introduces further issues of representational homoge...
Uncrewed aerial vehicle (UAV) relays can extend low-altitude coverage, but dynamic jammers make reliable trajectory planning difficult. Deep reinforcement learning (DRL) is widely applied to path planning problems, but existing methods still face key challenges in efficient and risk-aware path learning for observation-...
Yi-Long Wang, Zhi-Gang Li, Hang Jiang et al.· 2026 IEEE/CIC International...· 0 citations
To improve real-time monitoring of weak extremely low-frequency (ELF) communication signals in strong-noise environments, this paper proposes a visual detection method that combines short-time Fourier transform (STFT) based time-frequency representation with YOLO-based object detection. With minimum shift keying (MSK)...
Yu-Feng Du, Z. Dou, Hang Jiang· 2026 IEEE/CIC International...· 0 citations
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