Skip to Content

Drones, Volume 9, Issue 11

2025 November - 83 articles

Cover Story: Ensuring the safety of high-altitude solar drones is paramount, but traditional manual analysis is slow and struggles with the complexity of flight control–energy coupling. While Large Language Models (LLMs) offer automation, generic reasoning is unreliable for such specialized, safety-critical tasks. K-EGoT is a framework that aligns an LLM’s reasoning with a verifiable, expert knowledge base. We introduce a “Safety Rationale”, an auditable link between the AI’s logic and curated safety principles. We then use a novel “thought process alignment” strategy to train the model on the quality of its reasoning, not just the final output. On a high-fidelity drone dataset, our K-EGoT model outperformed baselines, delivering a reliable and auditable solution for automated safety modeling. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (83)

  • Article
  • Open Access
1,245 Views
27 Pages

20 November 2025

High-reliability localization is essential for underground mining autonomous vehicle, as inaccurate positioning triggers collision risks and limits deployment in safety-critical environments. Underground mining localization faces unique challenges: k...

(This article belongs to the Special Issue UAVs and UGVs Robotics for Emergency Response in a Changing Climate)
  • Article
  • Open Access
2 Citations
1,422 Views
20 Pages

19 November 2025

During the operation of Unmanned Aerial Vehicles (UAVs), the cognitive state of operators is prone to decline, posing a risk to task performance. However, many existing cognitive state assessment methods rely directly on raw electroencephalography (E...

(This article belongs to the Topic International Conference on Autonomous Unmanned Systems (5th ICAUS 2025))
  • Article
  • Open Access
4 Citations
1,815 Views
18 Pages

18 November 2025

Unmanned Aerial Vehicles (UAVs), particularly multirotor drones, require rigorous structural monitoring to ensure safe and reliable operation. Visual inspections are often inefficient and may miss early signs of damage. Even when faults are detected...

(This article belongs to the Section Drone Design and Development)
  • Article
  • Open Access
1,355 Views
42 Pages

18 November 2025

With the rise of 6G communication technology, the issue of communication coverage in mountainous areas has become increasingly prominent. These regions are characterized by complex terrain, sparse user distribution, and small-scale clustering, making...

(This article belongs to the Special Issue Advances in Internet of Drones: Applications, Communication Infrastructures, Architectures, and Protocols for FANETs)
  • Article
  • Open Access
8 Citations
2,497 Views
37 Pages

18 November 2025

Unmanned Aerial Vehicles (UAVs) are increasingly being used in critical infrastructure, defense, and civilian applications, and face new cybersecurity threats. In this work, we present a novel hybrid deep learning architecture that combines Mamba, Ko...

(This article belongs to the Section Drone Communications)
  • Article
  • Open Access
6 Citations
1,483 Views
22 Pages

Global and Local Context-Aware Detection for Infrared Small UAV Targets

  • Liang Zhao,
  • Yan Zhang,
  • Yongchang Li and
  • Han Zhong

18 November 2025

The widespread adoption of small unmanned aerial vehicles poses increasing challenges to public safety. Compared with visible-light sensors, infrared imaging offers excellent nighttime observation capabilities and strong robustness against interferen...

  • Article
  • Open Access
2 Citations
2,163 Views
18 Pages

18 November 2025

Neural Architecture Search (NAS) is critical for developing efficient and robust perception models for UAV and drone-based applications, where real-time small object detection and computational constraints are major challenges. Existing NAS methods,...

(This article belongs to the Topic International Conference on Autonomous Unmanned Systems (5th ICAUS 2025))
  • Article
  • Open Access
1 Citations
1,539 Views
18 Pages

18 November 2025

Flight safety is central to the certification process and relies on assessment methods that provide evidence acceptable to regulators. For drones operating as Advanced Air Mobility (AAM) platforms, this requires an accurate representation of the comp...

(This article belongs to the Section Innovative Urban Mobility)
  • Article
  • Open Access
1 Citations
2,502 Views
19 Pages

17 November 2025

The employment of linear features to enhance the positioning precision and robustness of point-based VIO (visual-inertial odometry) has attracted mounting attention, especially for UAV (unmanned aerial vehicle) applications where reliable 6-DoF pose...

(This article belongs to the Topic International Conference on Autonomous Unmanned Systems (5th ICAUS 2025))
  • Article
  • Open Access
2 Citations
3,750 Views
26 Pages

17 November 2025

Unmanned vertical takeoff and landing (VTOL) aircraft are increasingly deployed for logistics, surveillance, and urban air mobility (UAM) applications. However, the limitations of full-electric (FE) and internal combustion engine (ICE) systems in mee...

(This article belongs to the Topic Advances in Design, Manufacturing, and Dynamics of Complex Systems)
  • Article
  • Open Access
3 Citations
2,349 Views
26 Pages

UAV Multisensor Observation of Floating Plastic Debris: Experimental Results from Lake Calore

  • Nicola Angelo Famiglietti,
  • Anna Verlanti,
  • Ludovica Di Renzo,
  • Ferdinando Nunziata and ,
  • Antonino Memmolo,
  • Robert Migliazza,
  • Andrea Buono,
  • Maurizio Migliaccio and
  • Annamaria Vicari
  • + 4 authors+ 0 author

17 November 2025

This study addresses the observation of floating plastic debris in freshwater environments using an Unmanned Aerial Vehicle (UAV) multi-sensor strategy. An experimental campaign is described where an heterogeneous plastic assemblage, namely a plastic...

(This article belongs to the Special Issue Unmanned Aerial Systems for Geophysical Mapping and Monitoring)
  • Article
  • Open Access
2 Citations
1,377 Views
28 Pages

Dynamic Estimation of Formation Wake Flow Fields Based on On-Board Sensing

  • Tianhui Guo,
  • Tielin Ma,
  • Haiqiao Liu,
  • Jingcheng Fu and ,
  • Bingchen Cheng and
  • Lulu Tao
  • + 1 author+ 0 author

17 November 2025

Close formation flight is a practical strategy for fixed-wing unmanned aerial vehicle (UAV) swarms. Maintaining UAVs at aerodynamically optimal positions is essential for efficient formation flight. However, aerodynamic optimization methods based on...

(This article belongs to the Special Issue Advanced Optimization Strategies for UAV Mission Planning and Operation)
  • Article
  • Open Access
8 Citations
7,615 Views
31 Pages

A 3D-Printed, Open-Source, Low-Cost Drone Platform for Mechatronics and STEM Education in an Academic Context

  • Avraam Chatzopoulos,
  • Antreas Kantaros,
  • Paraskevi Zacharia,
  • Theodore Ganetsos and
  • Michail Papoutsidakis

17 November 2025

This study presents the design and implementation of a low-cost, open-source, 3D-printed drone platform for university-level STEM education in mechatronics, robotics, control theory, and artificial intelligence. The platform addresses key limitations...

(This article belongs to the Special Issue Advanced Flight Dynamics and Decision-Making for UAV Operations)
  • Article
  • Open Access
3 Citations
1,412 Views
24 Pages

17 November 2025

Unmanned aerial vehicle (UAV)-enabled multi-access edge computing (MEC) is a transformative paradigm that delivers ubiquitous communication and computing services for next-generation wireless networks. By incorporating a reconfigurable pinching anten...

(This article belongs to the Special Issue Resilient Networking and Task Allocation for Drone Swarms: 2nd Edition)
  • Article
  • Open Access
729 Views
25 Pages

15 November 2025

This work is devoted a particular trajectory tracking problem of underactuated unmanned underwater vehicles (UUVs) with model reduced to five degrees of freedom (DOF). Such a model is quite widespread in the literature and used to describe the dynami...

(This article belongs to the Special Issue Advances in Autonomy of Underwater Vehicles (AUVs))
  • Article
  • Open Access
8 Citations
1,587 Views
20 Pages

14 November 2025

Unmanned aerial vehicles (UAVs) play an increasingly vital role in maritime search and rescue (SAR) because they can be deployed quickly, cover large ocean areas, and operate without exposing human crews to risk. Compared with single platforms, multi...

(This article belongs to the Topic International Conference on Autonomous Unmanned Systems (5th ICAUS 2025))
  • Article
  • Open Access
3 Citations
1,898 Views
25 Pages

14 November 2025

Autonomous navigation of unmanned aerial vehicles (UAVs) in unknown complex environments requires safe, fast and efficient path planning algorithms. Currently, the two-stage framework of “front-end search and back-end optimization” is wid...

(This article belongs to the Section Artificial Intelligence in Drones (AID))
  • Article
  • Open Access
3 Citations
2,116 Views
27 Pages

13 November 2025

Efficient and reliable inventory management remains a challenge in modern warehouses, where manual counting is time-consuming, error-prone, and costly. We present an autonomous aerial–ground system for warehouse inventory data capture that oper...

  • Article
  • Open Access
12 Citations
3,044 Views
19 Pages

Hybrid CFD-Deep Learning Approach for Urban Wind Flow Predictions and Risk-Aware UAV Path Planning

  • Gonzalo Veiga-Piñeiro,
  • Enrique Aldao-Pensado and
  • Elena Martín-Ortega

12 November 2025

We present a CFD-driven surrogate modeling framework that integrates a Convolutional Autoencoder (CAE) with a Deep Neural Network (DNN) for the rapid prediction of urban wind environments and their subsequent use in UAV trajectory planning. A Reynold...

(This article belongs to the Special Issue Computational Fluid Dynamics for Next-Generation Unmanned Aerial Vehicles)
  • Review
  • Open Access
7 Citations
3,215 Views
26 Pages

Review of Research on Cooperative Path Planning Algorithms for AUV Clusters

  • Jianhao Wu,
  • Chang Liu,
  • Vladimir Filaretov,
  • Dmitry Yukhimets and ,
  • Rongjie Cai,
  • Ao Zheng and
  • Alexander Zuev
  • + 2 authors+ 0 author

12 November 2025

Cooperative path planning is recognized as a critical technology for Autonomous Underwater Vehicle (AUV) clusters to execute complex marine operations. Through multi-AUV cooperative decision-making, perception limitations of individual robots can be...

(This article belongs to the Section Unmanned Surface and Underwater Drones)
  • Article
  • Open Access
4 Citations
5,443 Views
47 Pages

12 November 2025

This work presents the structural analysis and validation of a sub-250 g FPV drone chassis, emphasizing both theoretical rigor and practical applicability. The novelty of this contribution lies in four complementary aspects. First, the structural phi...

(This article belongs to the Special Issue The Conceptual Design Methodology for UAV: New Research and New Development)
  • Article
  • Open Access
7 Citations
1,969 Views
26 Pages

12 November 2025

Heterogeneous unmanned aerial vehicle (UAV) swarms are becoming critical components of next-generation non-terrestrial networks, enabling tasks such as communication relay, spectrum monitoring, cooperative sensing, and navigation. Yet, their heteroge...

(This article belongs to the Special Issue Advances in AI Large Models for Unmanned Aerial Vehicles)
  • Article
  • Open Access
2 Citations
1,833 Views
25 Pages

UAV-Mounted Base Station Coverage and Trajectory Optimization Using LSTM-A2C with Attention

  • Yonatan M. Worku,
  • Christos Christodoulou and
  • Michael Devetsikiotis

12 November 2025

In disaster relief operations, Unmanned Aerial Vehicles (UAVs) equipped with base stations (UAV-BS) are vital for re-establishing communication networks where conventional infrastructure has been compromised. Optimizing their trajectories and coverag...

(This article belongs to the Special Issue Space–Air–Ground Integrated Networks for 6G)
  • Article
  • Open Access
2 Citations
1,191 Views
21 Pages

Yield Estimation of Longline Aquaculture by the Shadows of Buoys Based on UAV Orthophoto Image

  • Dongxu Yang,
  • Shengmao Zhang,
  • Xirui Xu,
  • Qi Wu and ,
  • Wei Fan,
  • Leilei Zhang,
  • Siyao Wu and
  • Fei Wang
  • + 3 authors+ 0 author

12 November 2025

Yield prediction in longline aquaculture is essential for evaluating environmental impacts, facilitating risk assessment, and promoting sustainable management in fisheries. However, since cultured organisms in longline aquaculture are submerged and c...

  • Article
  • Open Access
1 Citations
1,901 Views
18 Pages

An Unmanned Aerial Vehicle (UAV)-Based Methane Quantification Method for Oil and Gas Sites

  • Degang Xu,
  • Chen Wang,
  • Tao Gu,
  • Zi Long and ,
  • Hui Luan,
  • Zhihe Tang,
  • Xuan Wang and
  • Yinfei Liu
  • + 3 authors+ 0 author

11 November 2025

This study presents a novel top-down approach to quantify diffuse methane (CH4) emissions at oil and gas well sites. It uses an unmanned aerial vehicle (UAV) equipped with a scanning–sampling tunable diode laser absorption spectroscopy (TDLAS)...

(This article belongs to the Section Drones in Ecology)
  • Review
  • Open Access
11 Citations
6,334 Views
49 Pages

11 November 2025

Underwater drones such as autonomous underwater vehicles (AUVs) and remotely operated vehicles (ROVs) are revolutionizing underwater operations and are essential for advanced marine applications like environmental monitoring, deep-sea exploration, an...

(This article belongs to the Special Issue Advancing Space-Air-Ground-Sea Integrated Networks in Drones: Techniques, Applications, and Future Directions)
  • Article
  • Open Access
3 Citations
2,219 Views
25 Pages

Collaborative Vehicle-Mounted Multi-UAV Routing and Scheduling Optimization for Remote Sensing Observations

  • Bing Du,
  • Anqi Tang,
  • Huping Ye,
  • Huanyin Yue and ,
  • Chenchen Xu,
  • Lina Hao,
  • Hongbo He and
  • Xiaohan Liao
  • + 3 authors+ 0 author

11 November 2025

Vehicle-mounted multi-UAV (VM-UAV) systems offer enhanced flexibility and rapid deployment for large-scale remote sensing tasks such as disaster response and land surveys. However, maximizing their operational efficiency remains challenging, as it re...

(This article belongs to the Special Issue Path Planning, Trajectory Tracking and Guidance for UAVs: 3rd Edition)
  • Article
  • Open Access
10 Citations
2,663 Views
33 Pages

10 November 2025

Urban logistics in smart cities are increasingly challenged by congestion, sustainability pressures, and the growing demand for resilient delivery systems. To address these challenges, this study introduces the Multi-Visit Time-Dependent Truck–...

(This article belongs to the Special Issue Urban Air Mobility Solutions: UAVs for Smarter Cities)
  • Article
  • Open Access
1 Citations
1,823 Views
16 Pages

Using Drone Footage to Analyze the Effect of Diver Presence on Juvenile Manta Ray Behavior

  • Miguel de Jesús Gómez-García,
  • Amanda L. O’Brien and
  • Jessica H. Pate

10 November 2025

Manta ray tourism has become a multi-million-dollar industry proposed as a conservation tool in recent decades; however, its impacts remain unclear. We use drones and Markov models to quantify the effects of diver presence on a juvenile population of...

(This article belongs to the Special Issue Drones and Machine Learning as a Complementary Tools in Wildlife Biology Studies)
  • Article
  • Open Access
5 Citations
4,881 Views
30 Pages

LLM-LCSA: LLM for Collaborative Control and Decision Optimization in UAV Cluster Security

  • Hua Song,
  • Zheng Yang,
  • Haitao Du,
  • Yuting Zhang and ,
  • Jie Zeng and
  • Xinxin He
  • + 1 author+ 0 author

9 November 2025

With the development of unmanned aerial vehicle (UAV) technology, multimachine collaborative operations have become the core model for increasing mission effectiveness. However, large-scale UAV clusters face challenges such as dynamic security threat...

(This article belongs to the Special Issue Advances in AI Large Models for Unmanned Aerial Vehicles)
  • Article
  • Open Access
1 Citations
2,148 Views
31 Pages

Thinking Like an Expert: Aligning LLM Thought Processes for Automated Safety Modeling of High-Altitude Solar Drones

  • Qingran Su,
  • Xingze Li,
  • Yuming Ren,
  • Bing Fu and ,
  • Chunming Hu and
  • Yongfeng Yin
  • + 1 author+ 0 author

9 November 2025

As the application of high-altitude solar drones expands, ensuring their safety is paramount. Traditional safety modeling, which relies on manual expert analysis, struggles to keep pace with rapid development cycles. While Large Language Models (LLMs...

(This article belongs to the Special Issue Design and Flight Control of Low-Speed Near-Space Unmanned Systems)
  • Article
  • Open Access
3 Citations
2,033 Views
20 Pages

Cross-Layer Optimized OLSR Protocol for FANETs in Interference-Intensive Environments

  • Jinyue Liu,
  • Peng Gong,
  • Haowei Yang,
  • Siqi Li and
  • Xiang Gao

8 November 2025

The conventional OLSR protocol faces substantial challenges in highly dynamic and interference-intensive UAV environments, including high mobility, frequent topology changes, and insufficient adaptability to electromagnetic interference. This paper p...

(This article belongs to the Section Drone Communications)
  • Article
  • Open Access
4 Citations
1,949 Views
34 Pages

8 November 2025

In this paper, we propose a cooperative security method for unmanned aerial vehicles (UAVs) and unmanned ground vehicles (UGVs) based on the Multi-Agent Deep Deterministic Policy Gradient (MADDPG) algorithm to address the scenario of unauthorized rog...

  • Article
  • Open Access
1 Citations
2,067 Views
25 Pages

Assessment of GNSS Performance and Error Bounding for SAIL III UAS Operations

  • L. M. González-deSantos,
  • J. Bruzual,
  • Damián Socías,
  • E. Lacarra and ,
  • M. Santos,
  • R. González,
  • E. Gil,
  • G. Moreno López,
  • Stefan Hristozov and
  • S. R. Bellingham
  • + 9 authors+ 4 authors

7 November 2025

The growing use of UASs in complex operations, including Beyond Visual Line of Sight (BVLOS) operations and missions over populated areas, has increased the need for robust navigation integrity. Within this framework, a GNSS is often used as the prim...

  • Article
  • Open Access
4 Citations
2,876 Views
19 Pages

From Drone-Based 3D Model to a Web-Based VR Solution Supporting Cultural Heritage Accessibility

  • Francesca Savini,
  • Alessio Cordisco,
  • Giovanni Fabbrocino,
  • Marco Giallonardo and ,
  • Ilaria Trizio and
  • Adriana Marra
  • + 1 author+ 0 author

7 November 2025

The safeguarding and enhancement of historic buildings and artifacts in Italy’s inner areas are essential to protect their outstanding cultural value. However, these territories often face complex orographic and environmental conditions that ma...

  • Article
  • Open Access
3 Citations
1,366 Views
19 Pages

7 November 2025

In this paper, we present a Unified Framework for cross-domain Space drone Pose Estimation (UF-SPE), addressing the simulation-to-reality gap that limits the deployment of deep learning models in real space missions. The proposed UF-SPE framework int...

  • Article
  • Open Access
2 Citations
1,156 Views
22 Pages

A Two-Stage Segment-Then-Classify Strategy for Accurate Ginkgo Tree Identification from UAV Imagery

  • Mengyuan Chen,
  • Wenwen Kong,
  • Yongqi Sun,
  • Jie Jiao and ,
  • Yunpeng Zhao and
  • Fei Liu
  • + 1 author+ 0 author

7 November 2025

Ginkgo biloba L. plays an important role in biodiversity conservation. Accurate identification of Ginkgo in forest environments remains challenging due to its visual similarity to other broad-leaved species during the green-leaf period and to species...

(This article belongs to the Special Issue UAS in Smart Agriculture: 2nd Edition)
  • Article
  • Open Access
7 Citations
2,806 Views
31 Pages

7 November 2025

The paradigm of cellular vehicle-to-everything (C-V2X) communications assisted by unmanned aerial vehicles (UAVs) is poised to revolutionize the future of sixth-generation (6G) intelligent transportation systems, as outlined by the international mobi...

(This article belongs to the Special Issue Advances in UAV Networks Towards 6G)
  • Article
  • Open Access
2 Citations
1,160 Views
17 Pages

7 November 2025

Ice accretion alters the airfoil profile of the unmanned aerial vehicle (UAV), degrading the aerodynamic performance and potentially triggering safety incidents. The computation of droplet impingement characteristics is the primary task for ice accre...

(This article belongs to the Section Drone Design and Development)
  • Article
  • Open Access
8 Citations
2,415 Views
31 Pages

Multi-UAV Dynamic Target Search Based on Multi-Potential-Field Fusion Reward Shaping MAPPO

  • Xiaotong Hong,
  • Zhengjie Wang,
  • Yue Wang,
  • Chao Xue and
  • Yang Gao

7 November 2025

In the cooperative search for dynamic targets by multiple UAVs, target uncertainty and system complexity pose significant challenges to cooperative decision-making. Multi-agent reinforcement learning (MARL) technology can be used for cooperative poli...

  • Article
  • Open Access
6 Citations
3,150 Views
39 Pages

A Transformer-Based Self-Organizing UAV Swarm for Assisting an Emergency Communications System

  • Isaac López-Villegas,
  • Kevin Javier Medina-Gómez,
  • Javier Izquierdo-Reyes,
  • Daniel Colin-García and ,
  • Hugo Gustavo González-Hernández and
  • Rogelio Bustamante-Bello
  • + 1 author+ 0 author

7 November 2025

Natural disasters often compromise telecommunications infrastructure, leading to unstable services or complete communication blackouts that hinder rescue operations and exacerbate victims’ distress. Rapidly deployable alternatives are, therefor...

(This article belongs to the Special Issue Recent Developments in Artificial Intelligence and Interdisciplinary Research for UAV Application)
  • Article
  • Open Access
2 Citations
1,087 Views
21 Pages

6 November 2025

Drones are increasingly being used in maritime engineering for ship maintenance, emergency rescue, and safety monitoring tasks. In these tasks, action recognition is important for human–drone interaction and for detecting abnormal situations su...

(This article belongs to the Special Issue Artificial Intelligence-Driven Drones Systems for Marine Engineering Applications)
  • Article
  • Open Access
1 Citations
1,899 Views
41 Pages

6 November 2025

Existing research has made significant strides in UAV formation control, particularly in active localization and certain passive methods. However, these approaches face substantial limitations in electromagnetically silent environments, often relying...

  • Article
  • Open Access
4 Citations
2,425 Views
40 Pages

Structural Design of an Unmanned Aerial Underwater Vehicle with Coaxial Twin Propellers and the Numerical Simulation of the Cross-Domain Characteristics

  • Jiancheng Wang,
  • Yikun Feng,
  • Guoqing Zhang,
  • Qiqian Ge and ,
  • Haobin Jin and
  • Zhewei Zhang
  • + 1 author+ 0 author

6 November 2025

This paper addresses the structural adaptability and dynamic stability challenges faced by unmanned aerial underwater vehicle (UAUV) during the transition between air and water. To overcome these issues, this paper innovatively proposes a UAUV that u...

(This article belongs to the Topic International Conference on Autonomous Unmanned Systems (5th ICAUS 2025))
  • Article
  • Open Access
7 Citations
2,790 Views
24 Pages

Long-Duration Inspection of GNSS-Denied Environments with a Tethered UAV-UGV Marsupial System

  • Simón Martínez-Rozas,
  • David Alejo,
  • José Javier Carpio,
  • Fernando Caballero and
  • Luis Merino

5 November 2025

Unmanned Aerial Vehicles (UAVs) have become essential tools in inspection and emergency response operations due to their high maneuverability and ability to access hard-to-reach areas. However, their limited battery life significantly restricts their...

(This article belongs to the Special Issue Autonomous Drone Navigation in GPS-Denied Environments)
  • Article
  • Open Access
4 Citations
2,378 Views
15 Pages

Depth-Based Safe Landing for Unmanned Aerial Vehicles in GPS-Denied Environment

  • Miguel Angel Cerda,
  • Jonathan Flores,
  • Sergio Salazar,
  • Iván González-Hernández and
  • Rogelio Lozano

5 November 2025

This paper presents a safe landing methodology for Unmanned Aerial Vehicles (UAVs) when the GPS-based navigation system fails or is denied or unavailable. The approach relies on the estimation of a flat landing area when landing is required in an unk...

(This article belongs to the Special Issue Autonomous Drone Navigation in GPS-Denied Environments)
  • Article
  • Open Access
7 Citations
2,836 Views
22 Pages

Comparative Analysis of Machine Learning Algorithms for Object-Based Crop Classification Using Multispectral Imagery

  • Madjebi Collela Be,
  • Antsa Sarobidy Randrianantenaina,
  • James E. Kanneh,
  • Yingchun Han and ,
  • Yaping Lei,
  • Xiaoyu Zhi,
  • Shiwu Xiong,
  • Yahui Jiao,
  • Shilong Shang and
  • Yabing Li
  • + 8 authors+ 3 authors

5 November 2025

Unmanned Aerial Vehicles (UAVs) offer enhanced spatial and temporal resolution for agricultural remote sensing, surpassing traditional satellite-based methods. Given the abundance of evolving machine-learning methods for crop recognition, this study...

(This article belongs to the Special Issue UAS in Smart Agriculture: 2nd Edition)
  • Article
  • Open Access
7 Citations
1,891 Views
25 Pages

Task Planning and Optimization for Multi-Region Multi-UAV Cooperative Inspection

  • Yangyilei Xiong,
  • Haoyu Tian,
  • Jianing Tang,
  • Jie Jin and
  • Xiaoning Shen

4 November 2025

To improve the efficiency of multi-region multi-unmanned aerial vehicle (UAV) inspection, this paper proposes a composite task planning strategy integrating the K-Means++ genetic algorithm (KMGA) and the multi-neighborhood iterative dynamic programmi...

(This article belongs to the Special Issue Mission Planning, Perception and Control for Drones in Wide-Area Operations)
  • Article
  • Open Access
1,770 Views
19 Pages

3 November 2025

Accurate nearshore bathymetry is an essential dataset for coastal modelling and coastal hazard management, but traditional surveys are expensive and dangerous to conduct in energetic surf zones. Remotely piloted aircraft (RPA) offer a flexible way to...

(This article belongs to the Topic Innovation and Inventions in Aerospace and UAV Applications)

of 2

XFacebookLinkedIn
Drones - ISSN 2504-446X