[HTML][HTML] Artificial intelligence applied to drone control: A state of the art

D Caballero-Martin, JM Lopez-Guede, J Estevez… - Drones, 2024 - mdpi.com
The integration of Artificial Intelligence (AI) tools and techniques has provided a significant
advance in drone technology. Besides the military applications, drones are being …

A Comprehensive Survey of Unmanned Aerial Vehicles Detection and Classification Using Machine Learning Approach: Challenges, Solutions, and Future Directions

MH Rahman, MAS Sejan, MA Aziz, R Tabassum… - Remote Sensing, 2024 - mdpi.com
Autonomous unmanned aerial vehicles (UAVs) have several advantages in various fields,
including disaster relief, aerial photography and videography, mapping and surveying …

Deep Reinforcement Learning Tf-Agent-Based Object Tracking with Virtual Autonomous Drone in a Game Engine

K Farkhodov, SH Lee, J Platos, KR Kwon - IEEE Access, 2023 - ieeexplore.ieee.org
The recent development of object-tracking frameworks has affected the performance of
many manufacturing and industrial services such as product delivery, autonomous driving …

[PDF][PDF] A Scoping Review of Artificial Intelligence Applications in Airports

MA Amiri, AO Kusakci - Comput. Res. Prog. Appl. Sci. Eng …, 2024 - crpase.procedia.org
This paper aims to synthesize the literature on the application of artificial intelligence for
airports. The selected methodology was based on the PRISMA Extension for Scoping …

Analyzing deep reinforcement learning model decisions with Shapley additive explanations for counter drone operations

E Çetin, C Barrado, E Salamí, E Pastor - Applied Intelligence, 2024 - Springer
As the use of drones continues to increase, their capabilities pose a threat to airspace safety
when they are misused. Deploying AI models for intercepting these unwanted drones …

The Intellectual Structure and the Future of Counter-Uncrewed Aerial Systems (UAS) Research: A Bibliometric and A Scoping Review

C Yang, C Huang, Y Zhao - International Journal of Aviation …, 2024 - commons.erau.edu
With advancements in remote sensing technology and affordable design, uncrewed aerial
systems (UAS), commonly known as drones, have become prevalent in civil and military …

AI Emmbedded in Drone Control

D Caballero-Martin, JM Lopez-Guede… - … Work-Conference on …, 2024 - Springer
The significant improvement of drones has supported research in advanced technologies,
highlighting the integration of Artificial Intelligence (AI). This study examines the impact of AI …

Explainability of Deep Reinforcement Learning Method with Drones

E Çetin, C Barrado, E Pastor - 2023 IEEE/AIAA 42nd Digital …, 2023 - ieeexplore.ieee.org
Recent advances in artificial intelligence (AI) technology demonstrated that AI algorithms are
very powerful as AI models become more complex. As a result, the users and also the …

Defense of Military Installations from UAV-borne attacks using Deep Learning

N Schaefer, JM Alghazo… - 2023 Congress in …, 2023 - ieeexplore.ieee.org
Consumer-grade Unmanned Aerial Vehicles (UAVs) are becoming more common
capabilities on the modern battlefield, finding use by both formal standing armies and non …

[PDF][PDF] The Intellectual Structure and the Future of Counter‐UAS Research: A Bibliometric and Scoping Review

C Yang, C Huang, Y Zhao - 2024 - preprints.org
With advancements in remote sensing technology and affordable design, uncrewed aerial
systems (UAS), commonly known as drones, have become prevalent in both civil and …