A hierarchical DRL method (TBH-DDPG) optimizes UAV trajectories at coarse granularity and bandwidth allocation at fine granularity, reporting 44.44% faster convergence and 58.05% lower computational cost than a non-hierarchical baseline in simulations.
Energy- efficient UA V-relaying 5G/6G spectrum sharing networks: Interference coordination with power management and trajectory design
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CE 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
UAV Trajectory and Bandwidth Allocation for Efficient Data Collection in Low-Altitude Intelligent IoT: A Hierarchical DRL Approach
A hierarchical DRL method (TBH-DDPG) optimizes UAV trajectories at coarse granularity and bandwidth allocation at fine granularity, reporting 44.44% faster convergence and 58.05% lower computational cost than a non-hierarchical baseline in simulations.