2026
Multi-source localization (MSL) plays a vital role in cognitive radio (CR) networks and spectrum monitoring by enabling timely and reliable positioning. Existing MSL methods typically follow a decoupled two-stage pipeline: they either regress source coordinates directly after estimating the source count, or first const...
Qi-Lu Zhang, Hong-Ying Tang, Zi-Yi Song et al.
· IEEE Transactions on Cogniti... · 0 citations
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2026
In this paper, we propose a robust beamforming algorithm for reconfigurable holographic surface (RHS)-enhanced uplink covert satellite communication systems. Specifically, the jamming signal is utilized to confuse multiple eavesdropping satellites. We derive the minimum detection error probability (DEP) and the optimal...
Ce Guo, Ying Wang, Zhen-Dong Li et al.
· IEEE Transactions on Communi... · 0 citations
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Open access
Nov 2025
Experimental results show the spatiotemporal A2C policy outperforms IA2C, ConseNet, FPrint, DIAL, and CommNet, achieving faster convergence, higher asymptotic reward, reduced temporal-difference(TD), advantage estimation errors, and a better communication throughput–energy trade-off.
Liangshun Wu, Wen Chen, Shunqing Zhang et al.
· IEEE Transactions on Green C... · 0 citations
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