Cover Image

Predictive Beamforming in Low-Altitude Wireless Networks: A Cross-Attention Approach

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhao, Xiaotong, Cui, Yuanhao, Yuan, Weijie, Jia, Ziye, Liu, Heng, Xing, Chengwen
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Co-Design of Sensing, Communications, and Control for Low-Altitude Wireless Networks
by: Jin, Haijia, et al.
Published: (2025)

Learning Beamforming for Pinching Antenna System-Enabled ISAC in Low-Altitude Wireless Networks
by: Guo, Jia, et al.
Published: (2025)

Low-Altitude Wireless Networks: A Comprehensive Survey
by: Wu, Jun, et al.
Published: (2025)

Jamming Identification with Differential Transformer for Low-Altitude Wireless Networks
by: Wang, Pengyu, et al.
Published: (2025)

UAV-Enabled ISAC with Fluid Antennas for Low-Altitude Wireless Networks
by: Liu, Wenchao, et al.
Published: (2025)

Trajectory Design for UAV-Based Low-Altitude Wireless Networks in Unknown Environments: A Digital Twin-Assisted TD3 Approach
by: Luo, Jihao, et al.
Published: (2025)

From Ground to Sky: Architectures, Applications, and Challenges Shaping Low-Altitude Wireless Networks
by: Yuan, Weijie, et al.
Published: (2025)

Fluid Antenna Systems Meet Low-Altitude Wireless Networks: Fundamentals, Opportunities, and Future Directions
by: Liu, Wenchao, et al.
Published: (2025)

Predictive Communications for Low-Altitude Networks
by: Chen, Junting, et al.
Published: (2025)

Clutter-Resilient ISAC for Low-Altitude Wireless Networks: A 5G Base Station-Compatible Protocol, Waveform, and Prototype
by: Wang, Jie, et al.
Published: (2026)

Vision-Intelligence-Enabled Beam Tracking for Cross-Interface Optical Wireless Communication between Underwater and Low-Altitude Platforms
by: Liu, Jiayue, et al.
Published: (2025)

Advancing the Control of Low-Altitude Wireless Networks: Architecture, Design Principles, and Future Directions
by: Jin, Haijia, et al.
Published: (2025)

Movable-Antenna Empowered AAV-Enabled Data Collection over Low-Altitude Wireless Networks
by: Zhang, Xuhui, et al.
Published: (2025)

Integrating Low-Altitude SAR Imaging into UAV Data Backhaul
by: Du, Zhen, et al.
Published: (2025)

Full-Duplex Integrated Sensing, Communication, and Computation over Low-Altitude Wireless Networks
by: Chen, Yiyang, et al.
Published: (2025)

Coordinated Beamforming for RIS-Empowered ISAC Systems over Secure Low-Altitude Networks
by: Wang, Chunjie, et al.
Published: (2025)

Networked ISAC for Low-Altitude Economy: Transmit Beamforming and UAV Trajectory Design
by: Cheng, Gaoyuan, et al.
Published: (2024)

UAV-Enabled Wireless Networks with Movable-Antenna Array: Flexible Beamforming and Trajectory Design
by: Liu, Wenchao, et al.
Published: (2024)

Remote ID Based UAV Collision Avoidance Optimization for Low-Altitude Airspace Safety
by: Jia, Ziye, et al.
Published: (2025)

Generative AI-enabled Wireless Communications for Robust Low-Altitude Economy Networking
by: Zhao, Changyuan, et al.
Published: (2025)

Service Provisioning and Path Planning with Obstacle Avoidance for Low-Altitude Wireless Networks
by: Wan, Senning, et al.
Published: (2026)

Towards Intelligent Edge Sensing for ISCC Network: Joint Multi-Tier DNN Partitioning and Beamforming Design
by: Liu, Peng, et al.
Published: (2025)

Low-Altitude Agentic Networks for Optical Wireless Communication and Sensing: An Oceanic Scenario
by: Mao, Tianqi, et al.
Published: (2026)

Networked ISAC for Low-Altitude Economy: Coordinated Transmit Beamforming and UAV Trajectory Design
by: Cheng, Gaoyuan, et al.
Published: (2024)

Beamforming Design with Partial Channel Estimation and Feedback for FDD RIS-Assisted Systems
by: Ge, Xiaochun, et al.
Published: (2023)

Formation Control for CRLB-Optimal Cooperative Sensing in Low-Altitude Wireless Networks
by: Wu, Jun, et al.
Published: (2026)

From Optimization to Learning: Dual-Approach Resource Allocation for Over-the-Air Edge Computing Under Execution Uncertainty
by: Wu, Tuo, et al.
Published: (2025)

Multimodal Mixture-of-Experts for ISAC in Low-Altitude Wireless Networks
by: Zhang, Kai, et al.
Published: (2025)

Optimal Low-Dimensional Structures of ISAC Beamforming: Theory and Efficient Algorithms
by: Zhao, Xiaotong, et al.
Published: (2026)

Movable Antenna Enabled ISAC Beamforming Design for Low-Altitude Airborne Vehicles
by: Xiu, Yue, et al.
Published: (2024)

Towards Intelligent Low-Altitude Wireless Network Deployment: Differentiable Channel Knowledge Map Construction and Trajectory Design
by: Zhao, Le, et al.
Published: (2026)

Secure Analog Beamforming Design for Wireless Communication Systems With Movable Antennas
by: Xiong, Weijie, et al.
Published: (2025)

Transfer to Sky: Unveil Low-Altitude Route-Level Radio Maps via Ground Crowdsourced Data
by: Lu, Wenlihan, et al.
Published: (2026)

Near-field Physical Layer Security: Robust Beamforming under Location Uncertainty
by: Zhou, Chao, et al.
Published: (2026)

Stackelberg Game-Driven Defense for ISAC Against Channel Attacks in Low-Altitude Networks
by: Wang, Jiacheng, et al.
Published: (2025)

Integrated Sensing and Communication: Towards Multifunctional Perceptive Network
by: Cui, Yuanhao, et al.
Published: (2025)

Multimodal-NF: A Wireless Dataset for Near-Field Low-Altitude Sensing and Communications
by: Li, Mengyuan, et al.
Published: (2026)

Building Low-Altitude Communication Networks: A Digital Twin-Based Optimization Framework
by: Huang, Boqun, et al.
Published: (2026)

AI-Empowered Low-Altitude Economy: Cooperative Sensing With Fixed Wireless Access
by: Zhang, Jinya, et al.
Published: (2026)

Low-Altitude UAV Tracking via Sensing-Assisted Predictive Beamforming
by: Jiang, Yifan, et al.
Published: (2025)