Author

Yujie Zhao

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Preprint Aug 2026

Antenna Positioning and Beamforming Optimization in MA Enabled Secure ISAC Systems: A Gradient-Based Meta Learning Approach

This paper proposes an movable antenna (MA)-enabled secure ISAC system that utilizes the spatial degrees of freedom of MA to mitigate these risks and introduces a gradient-based meta learning (GML) algorithm, which works without pre-training and demonstrates favorable performance.

Zhen-Dong Li, Yujie Zhao, Zhou Su et al. · 0 citations

Preprint Aug 2026

GML-Based Optimization for Movable Antenna Wireless Networks: Challenges and Opportunities

This paper elaborates on the hardware architecture and channel characteristics of MA and introduces the fundamental logic of the GML framework and compares it with existing methods, and discusses the constraint handling strategies for applying the proposed optimization framework to MA networks.

Zhen-Dong Li, Yujie Zhao, Zhou Su et al. · 0 citations