An energy-efficient trajectory prediction for UAVs using an optimised 3D improvised protocol

V Gupta, D Seth, DK Yadav - Wireless Personal Communications, 2023 - Springer
In recent times, research in the field of Unmanned Aerial Vehicles (UAVs) has primarily
concentrated on Flying Ad Hoc Networks (FANETs), which involve networks of numerous …

Enhancing UAV Path Planning Efficiency through Adam-Optimized Deep Neural Networks for Area Coverage Missions

J Akshya, G Neelamegam, C Sureshkumar… - Procedia Computer …, 2024 - Elsevier
Abstract Efficient Unmanned Aerial Vehicle (UAV) trajectory generation is crucial for
successful area coverage missions, aiming to maximize coverage while minimizing resource …

Improved Aircraft Trajectory Language Planning Strategy Based on Soft Actor Critic

Y Dong, Y Wang - Onomázein, 2024 - onomazein.com
This paper introduces an innovative trajectory planning algorithm for stratospheric airships,
combining Artificial Potential Field (APF) method with Soft Actor-Critic (SAC) deep …