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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Woongsup Lee

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2026

Intelligent 3D Trajectory Planning and Resource Allocation for Heterogeneous Multi-UAV Communications Using Deep Learning

In this paper, we propose a deep learning (DL)-based framework for optimizing three-dimensional (3D) trajectory planning and resource allocation in unmanned aerial vehicle (UAV)-enabled wireless networks composed of heterogeneous UAVs with varying capabilities. Unlike conventional approaches that assume uniform UAV cha...

Woongsup Lee, Kisong Lee · 0 citations
2026

Optimization of 3-D Trajectory and Resource Allocation in Multi-UAV Communications Under a Probabilistic Channel Model

This study investigates the optimization of three-dimensional (3D) trajectory planning and resource allocation in unmanned aerial vehicle (UAV)-enabled wireless networks with no-fly zones (NFZs) using a deep learning framework. The objective is to maximize the minimum average spectral efficiency (SE) among mobile users...

Woongsup Lee, Howon Lee, Kisong Lee · 0 citations

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