[HTML][HTML] A Review of UAV Path-Planning Algorithms and Obstacle Avoidance Methods for Remote Sensing Applications

D Debnath, F Vanegas, J Sandino, AF Hawary… - Remote Sensing, 2024 - mdpi.com
The rapid development of uncrewed aerial vehicles (UAVs) has significantly increased their
usefulness in various fields, particularly in remote sensing. This paper provides a …

[PDF][PDF] Transforming Farming: A Review of AI-Powered UAV Technologies in Precision Agriculture.

J Agrawal, MY Arafat - Drones (2504-446X), 2024 - researchgate.net
The integration of unmanned aerial vehicles (UAVs) with artificial intelligence (AI) and
machine learning (ML) has fundamentally transformed precision agriculture by enhancing …

[HTML][HTML] An integrated route and path planning strategy for skid–steer mobile robots in assisted harvesting tasks with terrain traversability constraints

RP Urvina, CL Guevara, JP Vásconez, AJ Prado - Agriculture, 2024 - mdpi.com
This article presents a combined route and path planning strategy to guide Skid–Steer
Mobile Robots (SSMRs) in scheduled harvest tasks within expansive crop rows with …

Robot learning by demonstration with dynamic parameterization of the orientation: An application to agricultural activities

C Lauretti, C Tamantini, H Tomè, L Zollo - Robotics, 2023 - mdpi.com
This work proposes a Learning by Demonstration framework based on Dynamic Movement
Primitives (DMPs) that could be effectively adopted to plan complex activities in robotics …

[HTML][HTML] Quantitative Assessment of Drone Pilot Performance

D Doroftei, G De Cubber, S Lo Bue, H De Smet - Drones, 2024 - mdpi.com
This paper introduces a quantitative methodology for assessing drone pilot performance,
aiming to reduce drone-related incidents by understanding the human factors influencing …

[HTML][HTML] A multi-area task path-planning algorithm for agricultural drones based on improved double deep Q-learning net

J Li, W Zhang, J Ren, W Yu, G Wang, P Ding, J Wang… - Agriculture, 2024 - mdpi.com
With the global population growth and increasing food demand, the development of
precision agriculture has become particularly critical. In precision agriculture, accurately …

[HTML][HTML] Integrated framework for multipurpose UAV Path Planning in hedgerow systems considering the biophysical environment

S Vélez, G Mier, M Ariza-Sentís, J Valente - Crop Protection, 2025 - Elsevier
This study presents a new path-planning framework for precision agriculture, designed for
hedgerow systems, which combines cutting-edge technology and data analysis to enhance …

Algorithm for UAV path planning in high obstacle density environments: RFA-star

W Zhang, J Li, W Yu, P Ding, J Wang… - Frontiers in Plant …, 2024 - frontiersin.org
Path planning is one of the key elements for achieving rapid and stable flight when
unmanned aerial vehicles (UAVs) are conducting monitoring and inspection tasks at ultra …

[HTML][HTML] A Shortest Distance Priority UAV Path Planning Algorithm for Precision Agriculture

G Zhang, J Liu, W Luo, Y Zhao, R Tang, K Mei, P Wang - Sensors, 2024 - mdpi.com
Unmanned aerial vehicles (UAVs) have made significant advances in autonomous sensing,
particularly in the field of precision agriculture. Effective path planning is critical for …

A new DMP scaling method for robot learning by demonstration and application to the agricultural domain

C Lauretti, C Tamantini, L Zollo - IEEE Access, 2024 - ieeexplore.ieee.org
Dynamic Motion Primitives (DMPs) only address the generalization problem for target
positions that are close to the demonstration position and in order to enhance the …