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Drones, Volume 9, Issue 7

2025 July - 62 articles

Cover Story: Micro air vehicles (MAVs) exhibit diverse applications, although their endurance remains an open challenge. This study presents a groundbreaking energy–aerodynamic co-optimization framework addressing this trade-off for solar-powered MAVs. A graphical-based algorithm automatically maximizes solar panel deployment on complex wing surfaces while optimizing aerodynamic efficiency via computational fluid dynamics simulations and multi-objective evolutionary algorithms. Wind tunnel tests and flight experiments validate the tailless vectored-thrust prototype, demonstrating the capability of flight duration extension. This study bridges the gap between photovoltaic integration and aerodynamic performance, offering a scalable solution for sustainable MAV operations. View this paper
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Articles (62)

  • Article
  • Open Access
5 Citations
2,306 Views
39 Pages

21 July 2025

To address the modeling complexity and multi-objective collaborative optimization challenges in multi-depot and multiple unmanned aerial vehicle (UAV) delivery task planning, this paper proposes a bi-layer planning framework, which comprehensively co...

  • Article
  • Open Access
2 Citations
1,736 Views
25 Pages

Visual Point Cloud Map Construction and Matching Localization for Autonomous Vehicle

  • Shuchen Xu,
  • Kedong Zhao,
  • Yongrong Sun,
  • Xiyu Fu and
  • Kang Luo

21 July 2025

Collaboration between autonomous vehicles and drones can enhance the efficiency and connectivity of three-dimensional transportation systems. When satellite signals are unavailable, vehicles can achieve accurate localization by matching rich ground e...

  • Review
  • Open Access
1 Citations
6,787 Views
37 Pages

20 July 2025

Advancements in Unmanned Aerial Vehicle (UAV) technologies have increased exponentially in recent years, with UAV swarm being a key area of interest. UAV swarm overcomes the energy reserve, payload, and single-objective limitations of single UAVs, en...

  • Article
  • Open Access
3 Citations
2,066 Views
26 Pages

19 July 2025

Accurate prediction of drone motion within structured urban air corridors is essential for ensuring safe and efficient operations in Urban Air Mobility (UAM) systems. Although real-world Remote Identification (Remote ID) regulations require drones to...

  • Article
  • Open Access
1,358 Views
23 Pages

Improvement of Cooperative Localization for Heterogeneous Mobile Robots

  • Efe Oğuzhan Karcı,
  • Ahmet Mustafa Kangal and
  • Sinan Öncü

19 July 2025

This research focuses on enhancing cooperative localization for heterogeneous mobile robots composed of a quadcopter and an unmanned ground vehicle. The study employs sensor fusion techniques, particularly the Extended Kalman Filter, to fuse data fro...

  • Article
  • Open Access
1,145 Views
27 Pages

18 July 2025

Predictive Functional Control (PFC) has a control structure similar to Model Predictive Control (MPC), determining control inputs by predicting future states using a motion model. However, PFC does not require solving a quadratic programming problem...

  • Article
  • Open Access
3 Citations
2,397 Views
36 Pages

18 July 2025

Power transmission infrastructure requires continuous inspection to prevent failures and ensure grid stability. UAV-based systems, enhanced with deep learning, have emerged as an efficient alternative to traditional, labor-intensive inspection method...

  • Article
  • Open Access
1 Citations
4,471 Views
33 Pages

18 July 2025

To overcome the limitations in the perception performance of individual robots and homogeneous robot teams, this paper presents a distributed multi-robot collaborative SLAM method based on air–ground cross-domain cooperation. By integrating env...

  • Article
  • Open Access
1,281 Views
30 Pages

17 July 2025

This paper focuses on a class of 5-degrees-of-freedom (5-DOF) aerial platforms, particularly the Passively Articulated Dual UAVs (PADUAVs). These platforms have the potential to achieve omnidirectional motion, as their joints are free from position c...

  • Article
  • Open Access
2 Citations
2,123 Views
19 Pages

Vision-Guided Maritime UAV Rescue System with Optimized GPS Path Planning and Dual-Target Tracking

  • Suli Wang,
  • Yang Zhao,
  • Chang Zhou,
  • Xiaodong Ma,
  • Zijun Jiao,
  • Zesheng Zhou,
  • Xiaolu Liu,
  • Tianhai Peng and
  • Changxing Shao

16 July 2025

With the global increase in maritime activities, the frequency of maritime accidents has risen, underscoring the urgent need for faster and more efficient search and rescue (SAR) solutions. This study presents an intelligent unmanned aerial vehicle (...

  • Article
  • Open Access
7 Citations
1,915 Views
20 Pages

16 July 2025

The joint optimization of fleet size and task allocation presents a critical challenge in deploying Unmanned Aerial Vehicles (UAVs) for time-sensitive missions such as emergency logistics. Conventional approaches often rely on pre-determined fleet si...

  • Article
  • Open Access
2 Citations
2,845 Views
25 Pages

16 July 2025

This paper presents a novel framework for optimizing multimodal large language model (MLLM) inference through task offloading and resource allocation in UAV-assisted satellite edge computing (SEC) networks. MLLMs leverage transformer architectures to...

  • Article
  • Open Access
1 Citations
1,562 Views
36 Pages

15 July 2025

Trajectory planning is crucial for solar aircraft endurance. The multi-wing morphing solar aircraft can enhance solar energy acquisition through wing deflection, which simultaneously incurs aerodynamic losses, complicating energy coupling and challen...

  • Article
  • Open Access
1,529 Views
15 Pages

Evaluation of Additive Manufacturing Techniques to Increase Drone Radar Detection Range

  • Christian Maya,
  • Joaquin Vico Navarro and
  • Juan V. Balbastre Tejedor

15 July 2025

The deployment of drones in civil airspaces has increased rapidly in recent years. However, their small radar cross-section hinders detectability by existing surveillance systems. This paper evaluates the feasibility of using additive manufacturing t...

  • Article
  • Open Access
4 Citations
2,818 Views
32 Pages

15 July 2025

In this paper, unmanned aerial vehicle (UAV)-assisted vehicular communications are investigated to minimize latency and maximize the utilization of available UAV battery power. As communication and cooperation among UAV and vehicles is frequently req...

  • Article
  • Open Access
3,058 Views
21 Pages

UAV-OVD: Open-Vocabulary Object Detection in UAV Imagery via Multi-Level Text-Guided Decoding

  • Lijie Tao,
  • Guoting Wei,
  • Zhuo Wang,
  • Zhaoshuai Qi,
  • Ying Li and
  • Haokui Zhang

14 July 2025

Object detection in drone-captured imagery has attracted significant attention due to its wide range of real-world applications, including surveillance, disaster response, and environmental monitoring. Although the majority of existing methods are de...

  • Article
  • Open Access
3 Citations
1,949 Views
23 Pages

A Multimodal Deep Learning Framework for Accurate Biomass and Carbon Sequestration Estimation from UAV Imagery

  • Furkat Safarov,
  • Ugiloy Khojamuratova,
  • Misirov Komoliddin,
  • Xusinov Ibragim Ismailovich and
  • Young Im Cho

14 July 2025

Accurate quantification of above-ground biomass (AGB) and carbon sequestration is vital for monitoring terrestrial ecosystem dynamics, informing climate policy, and supporting carbon neutrality initiatives. However, conventional methods—ranging...

  • Article
  • Open Access
13 Citations
1,877 Views
27 Pages

Flight-Safe Inference: SVD-Compressed LSTM Acceleration for Real-Time UAV Engine Monitoring Using Custom FPGA Hardware Architecture

  • Sreevalliputhuru Siri Priya,
  • Penneru Shaswathi Sanjana,
  • Rama Muni Reddy Yanamala,
  • Rayappa David Amar Raj,
  • Archana Pallakonda,
  • Christian Napoli and
  • Cristian Randieri

14 July 2025

Predictive maintenance (PdM) is a proactive strategy that enhances safety, minimizes unplanned downtime, and optimizes operational costs by forecasting equipment failures before they occur. This study presents a novel Field Programmable Gate Array (F...

  • Article
  • Open Access
4 Citations
1,507 Views
22 Pages

Towards Efficiency and Endurance: Energy–Aerodynamic Co-Optimization for Solar-Powered Micro Air Vehicles

  • Weicheng Di,
  • Xin Dong,
  • Zixing Wei,
  • Haoji Liu,
  • Zhan Tu,
  • Daochun Li and
  • Jinwu Xiang

11 July 2025

Despite decades of development, micro air vehicles (MAVs) still face challenges related to endurance. While solar power has been successfully implemented in larger aircraft as a clean and renewable source of energy, its adaptation to MAVs presents un...

  • Article
  • Open Access
2 Citations
1,427 Views
26 Pages

Gemini: A Cascaded Dual-Agent DRL Framework for Task Chain Planning in UAV-UGV Collaborative Disaster Rescue

  • Mengxuan Wen,
  • Yunxiao Guo,
  • Changhao Qiu,
  • Bangbang Ren,
  • Mengmeng Zhang and
  • Xueshan Luo

11 July 2025

In recent years, UAV (unmanned aerial vehicle)-UGV (unmanned ground vehicle) collaborative systems have played a crucial role in emergency disaster rescue. To improve rescue efficiency, heterogeneous network and task chain methods are introduced to c...

  • Article
  • Open Access
2 Citations
1,410 Views
18 Pages

11 July 2025

The downwelling light sensor (DLS) is the industry-standard solution for generating UAV-based digital orthophoto maps (DOMs). Current mainstream DLS correction methods primarily rely on angle compensation. However, due to the temporal mismatch betwee...

  • Article
  • Open Access
1,933 Views
20 Pages

11 July 2025

Autonomous exploration of autonomous vehicles in off-road environments remains challenging due to the adverse impact on exploration efficiency and safety caused by uneven terrain. In this paper, we propose a path planning framework for autonomous exp...

  • Article
  • Open Access
2 Citations
1,405 Views
26 Pages

Traj-Q-GPSR: A Trajectory-Informed and Q-Learning Enhanced GPSR Protocol for Mission-Oriented FANETs

  • Mingwei Wu,
  • Bo Jiang,
  • Siji Chen,
  • Hong Xu,
  • Tao Pang,
  • Mingke Gao and
  • Fei Xia

10 July 2025

Routing in flying ad hoc networks (FANETs) is hindered by high mobility, trajectory-induced topology dynamics, and energy constraints. Conventional topology-based or position-based protocols often fail due to stale link information and limited neighb...

  • Article
  • Open Access
925 Views
16 Pages

Evaluating the Potential of UAVs for Monitoring Fine-Scale Restoration Efforts in Hydroelectric Reservoirs

  • Gillian Voss,
  • Micah May,
  • Nancy Shackelford,
  • Jason Kelley,
  • Roger Stephen and
  • Christopher Bone

10 July 2025

The construction of hydroelectric dams leads to substantial land-cover alterations, particularly through the removal of vegetation in wetland and valley areas. This results in exposed sediment that is susceptible to erosion, potentially leading to du...

  • Article
  • Open Access
7 Citations
2,031 Views
20 Pages

Mitigation of Water-Deficit Stress in Soybean by Seaweed Extract: The Integrated Approaches of UAV-Based Remote Sensing and a Field Trial

  • Md. Raihanul Islam,
  • Hasan Muhammad Abdullah,
  • Md Farhadur Rahman,
  • Mahfuzul Islam,
  • Abdul Kaium Tuhin,
  • Md Ashiquzzaman,
  • Kh Shakibul Islam and
  • Daniel Geisseler

10 July 2025

In recent years, global agriculture has encountered several challenges exacerbated by the effects of changes in climate, such as extreme water shortages for irrigation and heat waves. Water-deficit stress adversely affects the morpho-physiology of nu...

  • Article
  • Open Access
4 Citations
2,833 Views
22 Pages

10 July 2025

The integration of reconfigurable intelligent surfaces (RISs) with non-terrestrial networks (NTNs), particularly those enabled by unmanned aerial vehicles (UAVs) or drone-based platforms, has emerged as a transformative approach to enhance 6G connect...

  • Article
  • Open Access
1,058 Views
18 Pages

Optimization of Transmission Power in a 3D UAV-Enabled Communication System

  • Jorge Carvajal-Rodríguez,
  • David Vega-Sánchez,
  • Christian Tipantuña,
  • Luis Felipe Urquiza,
  • Felipe Grijalva and
  • Xavier Hesselbach

10 July 2025

Unmanned Aerial Vehicles (UAVs) are increasingly used in the new generation of communication systems. They serve as access points, base stations, relays, and gateways to extend network coverage, enhance connectivity, or offer communications services...

  • Article
  • Open Access
13 Citations
15,857 Views
39 Pages

A Survey on UAV Control with Multi-Agent Reinforcement Learning

  • Chijioke C. Ekechi,
  • Tarek Elfouly,
  • Ali Alouani and
  • Tamer Khattab

9 July 2025

Unmanned Aerial Vehicles (UAVs) have become increasingly prevalent in both governmental and civilian applications, offering significant reductions in operational costs by minimizing human involvement. There is a growing demand for autonomous, scalabl...

  • Article
  • Open Access
2,935 Views
17 Pages

9 July 2025

Crop growth monitoring at various growth stages is essential for optimizing agricultural inputs and enhancing crop yield. Nitrogen plays a critical role in plant development; however, its improper application can reduce productivity and, in the long...

  • Article
  • Open Access
2 Citations
1,515 Views
14 Pages

Drones and Deep Learning for Detecting Fish Carcasses During Fish Kills

  • Edna G. Fernandez-Figueroa,
  • Stephanie R. Rogers and
  • Dinesh Neupane

8 July 2025

Fish kills are sudden mass mortalities that occur in freshwater and marine systems worldwide. Fish kill surveys are essential for assessing the ecological and economic impacts of fish kill events, but are often labor-intensive, time-consuming, and sp...

  • Article
  • Open Access
3 Citations
1,945 Views
23 Pages

7 July 2025

Unmanned aerial vehicles (UAVs) autonomous landing plays a key role in cooperative work with other heterogeneous agents. A neglected aspect of UAV autonomous landing on a moving platform is addressed in this study. The landing process is divided into...

  • Article
  • Open Access
2 Citations
1,908 Views
17 Pages

Development of an Unmanned Glider for Temperature and Image Monitoring

  • Joel Eldo,
  • Sivasankar Sibi,
  • Zehin A. Ibrahim and
  • Efstratios L. Ntantis

7 July 2025

This paper presents the design, fabrication, simulation, and partial validation of a low-cost, fixed-wing unmanned glider equipped for temperature and image monitoring. Aerodynamic optimization was performed using XFLR5 and ANSYS Fluent 2023 R1, with...

  • Article
  • Open Access
2 Citations
4,187 Views
25 Pages

7 July 2025

Within the field of remote sensing, Unmanned Aerial Vehicle (UAV) infrared object detection plays a pivotal role, especially in complex environments. However, existing methods face challenges such as insufficient accuracy or low computational efficie...

  • Article
  • Open Access
1,044 Views
23 Pages

6 July 2025

To address the dynamic decision-making and control problem in unmanned aerial vehicle (UAV) swarms, this paper proposes a cumulative prospect theory-driven pigeon-inspired optimization (CPT-PIO) algorithm. Gray relational analysis and information ent...

  • Article
  • Open Access
1 Citations
874 Views
23 Pages

5 July 2025

This paper investigates the robust tracking control of unmanned aerial vehicles (UAVs) against external time-varying disturbances. First, by introducing a virtual position controller, we innovatively decouple the UAV dynamics into independent positio...

  • Article
  • Open Access
1 Citations
759 Views
31 Pages

5 July 2025

This study introduces an advanced automated guided vehicle (AGV) specifically designed for application in recirculating aquaculture systems (RASs). The proposed AGV seamlessly integrates automated feeding, real-time monitoring, and an intelligent pat...

  • Article
  • Open Access
3 Citations
1,655 Views
30 Pages

Cluster-Based Flight Path Construction for Drone-Assisted Pear Pollination Using RGB-D Image Processing

  • Arata Kuwahara,
  • Tomotaka Kimura,
  • Sota Okubo,
  • Rion Yoshioka,
  • Keita Endo,
  • Hiroyuki Shimizu,
  • Tomohito Shimada,
  • Chisa Suzuki,
  • Yoshihiro Takemura and
  • Takefumi Hiraguri

4 July 2025

This paper proposes a cluster-based flight path construction method for automated drone-assisted pear pollination systems in orchard environments. The approach uses RGB-D (Red-Green-Blue-Depth) sensing through an observation drone equipped with RGB a...

  • Article
  • Open Access
853 Views
27 Pages

3 July 2025

This paper presents a three-dimensional robust spatiotemporal cooperative guidance law for unmanned aerial vehicles (UAVs) to track a dynamic target under jointly strongly connected topologies, even when some UAVs malfunction. To resolve the infinite...

  • Article
  • Open Access
3 Citations
1,840 Views
28 Pages

Experimental Validation of UAV Search and Detection System in Real Wilderness Environment

  • Stella Dumenčić,
  • Luka Lanča,
  • Karlo Jakac and
  • Stefan Ivić

3 July 2025

Search and rescue (SAR) missions require reliable search methods to locate survivors, especially in challenging environments. Introducing unmanned aerial vehicles (UAVs) can enhance the efficiency of SAR missions while simultaneously increasing the s...

  • Article
  • Open Access
8 Citations
3,566 Views
33 Pages

2 July 2025

Significant morphological transformations resulting from open-pit mining activities always present major problems with site safety and slope stability. This study investigates an active marble quarry in Dinar, Türkiye by combining geospatial ana...

  • Article
  • Open Access
10 Citations
1,798 Views
25 Pages

1 July 2025

With the rapid development of the low-altitude economy and smart logistics, unmanned aerial vehicles (UAVs), as core low-altitude platforms, have been widely applied in urban delivery, emergency rescue, and other fields. Although path planning in com...

  • Article
  • Open Access
1 Citations
2,052 Views
20 Pages

1 July 2025

Unmanned Aerial Vehicle (UAV) image semantic segmentation faces challenges in recognizing novel categories due to closed-set training paradigms and the high cost of annotation. While open-vocabulary semantic segmentation (OVSS) leverages vision-langu...

  • Article
  • Open Access
2 Citations
1,370 Views
24 Pages

Enhancing the Scale Adaptation of Global Trackers for Infrared UAV Tracking

  • Zicheng Feng,
  • Wenlong Zhang,
  • Erting Pan,
  • Donghui Liu and
  • Qifeng Yu

1 July 2025

Tracking unmanned aerial vehicles (UAVs) in infrared video is an essential technology for the anti-UAV task. Given frequent UAV target disappearances caused by occlusion or moving out of view, global trackers, which have the unique ability to recaptu...

  • Review
  • Open Access
6 Citations
4,860 Views
35 Pages

1 July 2025

In recent years, effective trajectory planning has been developed to promote the extensive application of unmanned aerial vehicles (UAVs) in various domains. However, the actual operation of UAVs in complex environments presents significant challenge...

  • Article
  • Open Access
1 Citations
1,163 Views
19 Pages

Closed-Loop Aerial Tracking with Dynamic Detection-Tracking Coordination

  • Yang Wang,
  • Heqing Huang,
  • Jiahao He,
  • Dongting Han and
  • Zhiwei Zhao

30 June 2025

Aerial tracking is an important service for many Unmanned Aerial Vehicle (UAV) applications. Existing work has failed to provide robust solutions when handling target disappearance, viewpoint changes, and tracking drifts in practical scenarios with l...

  • Communication
  • Open Access
3 Citations
3,515 Views
8 Pages

UAVs’ Flight Dynamics Is All You Need for Wind Speed and Direction Measurement in Air

  • Sihong Zhu,
  • Tonghui Zhao,
  • Huanji Zhang,
  • Yichao Chen,
  • Dongxu Yang,
  • Yi Liu and
  • Junji Cao

30 June 2025

The aerial measurement of wind speed and direction is important for the development of the low-altitude economy, meteorology, climate research, and renewable energy systems. Existing UAV-based wind measurements, whether instrument-based or flight-dyn...

  • Article
  • Open Access
1,623 Views
18 Pages

30 June 2025

Wildfires often spread rapidly and cause significant casualties and economic losses. Firefighting drones carrying water capsules provide an efficient way for wildfire extinguishing, but their operational capabilities are limited by their payloads. Th...

  • Article
  • Open Access
1,390 Views
27 Pages

30 June 2025

This article studies the cooperative underwater payload transportation problem for multiple unmanned underwater vehicles (UUVs) operating in a constrained workspace with both static and dynamic obstacles. A novel cooperative formation control algorit...

  • Article
  • Open Access
971 Views
20 Pages

28 June 2025

As a commonly used configuration for advanced unmanned aerial vehicles (UAVs), the flying-wing configuration suffers from pitching moment trimming issues due to the lack of horizontal tail. The UAV either needs to unload lift at the trailing edge or...

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Drones - ISSN 2504-446X