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Drones, Volume 9, Issue 1

2025 January - 77 articles

Cover Story: Our review of academic papers on autonomous underwater gliders (AUGs) has the purposes of providing a consolidated understanding of the state-of-the-art, identifying research gaps, and highlighting future directions in this field. The first effort was to summarize the evolution of underwater glider technologies, including design, propulsion systems, sensors, and communication methods, to help researchers and engineers quickly grasp foundational concepts. The second effort involved examining papers that can provide valid help from a mathematical–analytical point of view for researchers who need to create a simulation model and, subsequently, be able to make calculations for optimal sizing according to development needs. View this paper
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Articles (77)

  • Article
  • Open Access
3 Citations
3,171 Views
39 Pages

20 January 2025

Motion planning is critical for ensuring precise and efficient operations of unmanned aerial vehicles (UAVs). While polynomial parameterization has been the prevailing approach, its limitations in handling complex trajectory requirements have motivat...

(This article belongs to the Special Issue Path Planning, Trajectory Tracking and Guidance for UAVs: 2nd Edition)
  • Feature Paper
  • Review
  • Open Access
36 Citations
23,207 Views
22 Pages

20 January 2025

The unmanned aerial vehicle (UAV) industry has developed rapidly in recent years and is being applied in a wide range of fields. However, incidents involving unauthorized UAVs that threaten public safety have occurred frequently, highlighting the nee...

  • Review
  • Open Access
70 Citations
11,956 Views
38 Pages

19 January 2025

The rapid advancement of unmanned aerial vehicles (UAVs) has transformed a wide range of applications, including military operations, disaster response, agricultural monitoring, and infrastructure inspection. Deploying multiple UAVs to work collabora...

  • Article
  • Open Access
6 Citations
2,148 Views
23 Pages

19 January 2025

As Unmanned Aerial Vehicle (UAV) technology advances, UAVs have attracted widespread attention across military and civilian fields due to their low cost and flexibility. In unknown environments, UAVs can significantly reduce the risk of casualties an...

(This article belongs to the Special Issue UAV Detection, Classification, and Tracking)
  • Article
  • Open Access
25 Citations
3,407 Views
24 Pages

19 January 2025

This article presents an optimal tracking controller retrofitted with a nonlinear adaptive integral compensator, specifically designed to ensure robust and accurate positioning of Vertical Take-Off and Landing (VTOL) Unmanned Aerial Vehicles (UAVs) t...

  • Article
  • Open Access
2 Citations
2,132 Views
18 Pages

18 January 2025

Deep-sea exploration relies heavily on autonomous underwater vehicles (AUVs) for data acquisition, but their operational endurance is limited by battery constraints. The Archimedes spiral hydrokinetic turbine (ASHT), as a novel type of horizontal-axi...

(This article belongs to the Special Issue Advances in Autonomy of Underwater Vehicles (AUVs))
  • Article
  • Open Access
6 Citations
3,346 Views
16 Pages

SINDy and PD-Based UAV Dynamics Identification for MPC

  • Bryan S. Guevara,
  • José Varela-Aldás,
  • Daniel C. Gandolfo and
  • Juan M. Toibero

18 January 2025

This study proposes a comprehensive framework for the identification of nonlinear dynamics in Unmanned Aerial Vehicles (UAVs), integrating data-driven methodologies with theoretical modeling approaches. Two principal techniques are employed: Proporti...

(This article belongs to the Special Issue Advances in Modeling, Estimation, and Control of Intelligent Transportation Systems)
  • Article
  • Open Access
9 Citations
2,343 Views
25 Pages

18 January 2025

This paper presents a three-dimensional (3D) robust adaptive finite-time path-following controller for underactuated Autonomous Underwater Vehicles (AUVs), addressing model uncertainties, external disturbances, and actuator magnitude and rate saturat...

(This article belongs to the Special Issue Advances in Autonomy of Underwater Vehicles (AUVs))
  • Article
  • Open Access
8 Citations
6,643 Views
24 Pages

A Simultaneous Control, Localization, and Mapping System for UAVs in GPS-Denied Environments

  • Rodrigo Munguia,
  • Antoni Grau,
  • Yolanda Bolea and
  • Guillermo Obregón-Pulido

18 January 2025

Unmanned Aerial Vehicles (UAVs) have gained significant attention due to their versatility in applications such as surveillance, reconnaissance, and search-and-rescue operations. In GPS-denied environments, where traditional navigation systems fail,...

(This article belongs to the Collection Feature Papers of Drones Volume II)
  • Article
  • Open Access
3 Citations
3,985 Views
19 Pages

Spatio-Temporal Feature Aware Vision Transformers for Real-Time Unmanned Aerial Vehicle Tracking

  • Hao Zhang,
  • Hengzhou Ye,
  • Xiaoyu Guo,
  • Xu Zhang,
  • Yao Rong and
  • Shuiwang Li

17 January 2025

Driven by the rapid advancement of Unmanned Aerial Vehicle (UAV) technology, the field of UAV object tracking has witnessed significant progress. This study introduces an innovative single-stream UAV tracking architecture, dubbed NT-Track, which is d...

  • Article
  • Open Access
10 Citations
3,102 Views
25 Pages

17 January 2025

This paper investigates the fixed-time tracking control problem of an unmanned aerial vehicle (UAV) considering the disturbance, input saturation, and actuator failure. According to the hierarchical control principle, the UAV dynamics are decomposed...

  • Feature Paper
  • Article
  • Open Access
16 Citations
3,814 Views
19 Pages

Spray Deposition and Drift as Influenced by Wind Speed and Spray Nozzles from a Remotely Piloted Aerial Application System

  • Daniel E. Martin,
  • Jeffrey W. Perine,
  • Shanique Grant,
  • Farah Abi-Akar,
  • Jerri Lynn Henry and
  • Mohamed A. Latheef

16 January 2025

The phenomenal growth of remotely piloted aerial application systems (RPAASs) in recent years has raised questions about their impact on the off-target movement of plant protection products. The spray droplet spectrum is one of the important determin...

(This article belongs to the Special Issue Drones in Sustainable Agriculture)
  • Article
  • Open Access
27 Citations
6,568 Views
46 Pages

Advanced Path Planning for UAV Swarms in Smart City Disaster Scenarios Using Hybrid Metaheuristic Algorithms

  • Mohammed Sani Adam,
  • Nor Fadzilah Abdullah,
  • Asma Abu-Samah,
  • Oluwatosin Ahmed Amodu and
  • Rosdiadee Nordin

16 January 2025

In disaster-stricken areas, rapid restoration of communication infrastructure is critical to ensuring effective emergency response and recovery. Swarm UAVs, operating as mobile aerial base stations (MABS), offer a transformative solution for bridging...

(This article belongs to the Collection Feature Papers Collection of the World’s Top 2% Scientists in Drones)
  • Article
  • Open Access
6 Citations
4,016 Views
19 Pages

16 January 2025

This paper investigates a novel reinforcement learning (RL)-based quadratic programming (QP) method for the safety-critical trajectory tracking control of autonomous underwater vehicles (AUVs). The proposed approach addresses the substantial challeng...

(This article belongs to the Special Issue Advances in Autonomy of Underwater Vehicles (AUVs))
  • Article
  • Open Access
4 Citations
2,981 Views
28 Pages

16 January 2025

Icing on an unmanned aerial vehicle (UAV) can degrade aerodynamic performance, reduce flight capabilities, impair maneuverability and stability, and significantly impact flight safety. At present, most flight control methods for icing-affected aircra...

(This article belongs to the Special Issue Drones in the Wild)
  • Article
  • Open Access
3 Citations
1,772 Views
31 Pages

16 January 2025

With the proliferation of smart devices and the emergence of high-bandwidth applications, Unmanned Aerial Vehicle (UAV)-assisted Device-to-Device (D2D) communications and Non-Orthogonal Multiple Access (NOMA) technologies are increasingly becoming im...

  • Article
  • Open Access
5 Citations
2,602 Views
23 Pages

16 January 2025

In practice, the consensus performance of a multi-UAV system can degrade significantly due to the presence of measurement noise and disturbances. However, simultaneously rejecting the noise and disturbances to achieve high-precision consensus trackin...

(This article belongs to the Special Issue Swarm Intelligence-Inspired Planning and Control for Drones)
  • Article
  • Open Access
15 Citations
6,708 Views
19 Pages

Fruit Detection and Yield Mass Estimation from a UAV Based RGB Dense Cloud for an Apple Orchard

  • Marius Hobart,
  • Michael Pflanz,
  • Nikos Tsoulias,
  • Cornelia Weltzien,
  • Mia Kopetzky and
  • Michael Schirrmann

16 January 2025

Precise photogrammetric mapping of preharvest conditions in an apple orchard can help determine the exact position and volume of single apple fruits. This can help estimate upcoming yields and prevent losses through spatially precise cultivation meas...

(This article belongs to the Special Issue Advances of UAV in Precision Agriculture)
  • Feature Paper
  • Review
  • Open Access
56 Citations
28,132 Views
30 Pages

15 January 2025

Unmanned aircraft, commonly referred to as drones, represent a valuable alternative for various operational tasks due to their versatility, flexibility, cost-effectiveness, and reusability. These features make them particularly advantageous in enviro...

  • Review
  • Open Access
19 Citations
11,085 Views
30 Pages

15 January 2025

Unmanned Aerial Vehicles (UAVs) are increasingly gaining popularity, and their consistent prevalence in various applications such as surveillance, search and rescue, and environmental monitoring requires the development of specialized policies for UA...

(This article belongs to the Special Issue Unmanned Traffic Management Systems)
  • Article
  • Open Access
10 Citations
5,583 Views
22 Pages

Autonomous Landing Guidance for Quad-UAVs Based on Visual Image and Altitude Estimation

  • Lingxia Mu,
  • Shaowei Cao,
  • Youmin Zhang,
  • Xielong Zhang,
  • Nan Feng and
  • Yuan Zhang

15 January 2025

In this paper, an autonomous landing guidance strategy is proposed for quad-UAVs, including landing marker detection, altitude estimation, and adaptive landing commands generation. A double-layered nested marker is designed to ensure that the marker...

(This article belongs to the Collection Feature Papers Collection of the World’s Top 2% Scientists in Drones)
  • Article
  • Open Access
10 Citations
4,155 Views
19 Pages

15 January 2025

As the exploration of marine resources continues to deepen, the utilization of Autonomous Underwater Vehicles (AUVs) for conducting marine resource surveys and underwater environmental mapping has become a common practice. In order to successfully ac...

(This article belongs to the Special Issue Advances in Autonomous Underwater Drones)
  • Article
  • Open Access
2 Citations
3,787 Views
27 Pages

15 January 2025

In order to contribute to the operation of unmanned aerial vehicles (UAVs) according to visual flight rules (VFR), this article proposes a monocular approach for cloud detection using an electro-optical sensor. Cloud avoidance is motivated by several...

(This article belongs to the Special Issue Flight Control and Collision Avoidance of UAVs)
  • Feature Paper
  • Article
  • Open Access
41 Citations
17,148 Views
44 Pages

14 January 2025

With rapid advancements in unmanned aerial vehicle (UAV) technology, its integration into logistics operations has emerged as a promising solution for improving efficiency and sustainability. Among the emerging solutions, a collaborative delivery mod...

  • Article
  • Open Access
2 Citations
4,951 Views
26 Pages

The Why and How of Polymorphic Artificial Autonomous Swarms

  • Fabrice Saffre,
  • Hannu Karvonen and
  • Hanno Hildmann

13 January 2025

In this paper, we investigate the concept of polymorphism in the context of artificial swarms; that is, collectives of autonomous platforms such as, for example, unmanned aerial systems. This article provides the reader with two practical insights: (...

(This article belongs to the Special Issue Advances in AI for Intelligent Autonomous Systems)
  • Article
  • Open Access
17 Citations
13,292 Views
14 Pages

Enhancing Wildlife Detection Using Thermal Imaging Drones: Designing the Flight Path

  • Byungwoo Chang,
  • Byungmook Hwang,
  • Wontaek Lim,
  • Hankyu Kim,
  • Wanmo Kang,
  • Yong-Su Park and
  • Dongwook W. Ko

13 January 2025

Thermal imaging drones have transformed wildlife monitoring by facilitating the efficient and noninvasive monitoring of animal populations across large areas. In this study, an optimized flight path design was developed for monitoring wildlife on Gul...

(This article belongs to the Special Issue Drone-Based Wildlife Protection, Monitoring, and Conservation Management:2nd Edition)
  • Article
  • Open Access
6 Citations
4,890 Views
22 Pages

13 January 2025

This paper investigates secrecy solutions for integrated sensing and communication (ISAC) systems, leveraging the combination of a reflecting intelligent surface (RIS) and an unmanned aerial vehicle (UAV) to introduce new degrees of freedom for enhan...

(This article belongs to the Special Issue Physical-Layer Security in Drone Communications)
  • Article
  • Open Access
4 Citations
2,079 Views
15 Pages

11 January 2025

With advancements in drone driving technology, drones can now collaborate with trucks to execute tasks. However, existing drone–truck collaborative systems are limited to single-task objectives and lack efficiency in large-scale multi-task scen...

(This article belongs to the Special Issue Advanced Autonomous Mobility Toward Low-Altitude Economy and Three-Dimensional Transportation Systems)
  • Article
  • Open Access
12 Citations
4,344 Views
26 Pages

UAV Data Collection Co-Registration: LiDAR and Photogrammetric Surveys for Coastal Monitoring

  • Carmen Maria Giordano,
  • Valentina Alena Girelli,
  • Alessandro Lambertini,
  • Maria Alessandra Tini and
  • Antonio Zanutta

11 January 2025

When georeferencing is a key point of coastal monitoring, it is crucial to understand how the type of data and object characteristics can affect the result of the registration procedure, and, above all, how to assess the reconstruction accuracy. For...

(This article belongs to the Special Issue UAVs for Coastal Surveying)
  • Article
  • Open Access
9 Citations
5,550 Views
23 Pages

UAV–UGV Formation for Delivery Missions: A Practical Case Study

  • Leonardo A. Fagundes-Júnior,
  • Celso O. Barcelos,
  • Amanda Piaia Silvatti and
  • Alexandre S. Brandão

11 January 2025

Robotic transport missions serve a variety of valuable purposes within similar contexts. These include delivering packages in urban or remote areas, dispatching supplies to disaster or conflict zones, and facilitating delivery operations. In such a c...

(This article belongs to the Special Issue Mission Planning, Perception and Control for Drones in Wide-Area Operations)
  • Feature Paper
  • Article
  • Open Access
12 Citations
3,007 Views
18 Pages

An Intelligent 5G Unmanned Aerial Vehicle Path Optimization Algorithm for Offshore Wind Farm Inspection

  • Congxiao Jiang,
  • Lingang Yang,
  • Yuqing Gao,
  • Jie Zhao,
  • Wenne Hou and
  • Fangmin Xu

11 January 2025

In recent years, clean energy has gained increasing attention, with offshore wind power playing a crucial role in global energy production. However, the high operating and maintenance costs of offshore wind farms remain a significant challenge. The a...

(This article belongs to the Special Issue Advances in Cartography, Mission Planning, Path Search, and Path Following for Drones)
  • Article
  • Open Access
38 Citations
5,677 Views
29 Pages

10 January 2025

Due to Internet of Drones (IoD) technology, drone networks have proliferated, transforming surveillance, logistics, and disaster management. Distributed Denial of Service (DDoS) attacks, malware infections, and communication abnormalities increase cy...

  • Article
  • Open Access
10 Citations
5,856 Views
20 Pages

Optimizing the Aerodynamic Performance of a Duct–Rotor System for Drones: A Comprehensive Study on the Coupled Parameters

  • Wei Wei,
  • Shiyi Wei,
  • Zhifang Ke,
  • Meng Guo,
  • Yongjie Shu,
  • Qingkai Meng,
  • Leilei Jia,
  • Maofeng Zhang and
  • Shurui Han

10 January 2025

The integrated ducted structure significantly enhances the aerodynamic performance of the duct–rotor system, reducing noise and enhancing rotor safety. However, in the duct–rotor system, the coupled parameters of the rotor and the duct ar...

(This article belongs to the Special Issue Advanced Autonomous Mobility Toward Low-Altitude Economy and Three-Dimensional Transportation Systems)
  • Article
  • Open Access
16 Citations
5,039 Views
17 Pages

10 January 2025

In wireless communications, traditional base stations act as the backbone for providing network connectivity to users. These base stations, however, require significant resources to construct and are therefore not suitable for remote areas and disast...

(This article belongs to the Special Issue UAV-Assisted Mobile Wireless Networks and Applications)
  • Article
  • Open Access
7 Citations
5,311 Views
12 Pages

10 January 2025

Edge processing is a trend in developing new technologies that leverage Artificial Intelligence (AI) without transmitting large volumes of data to centralized processing services. This technique is particularly relevant for security applications wher...

(This article belongs to the Special Issue Advances in Detection and Tracking Applications for Drones and UAM Systems)
  • Article
  • Open Access
2 Citations
3,774 Views
22 Pages

9 January 2025

In light of the current issue of commercial and modified drones frequently intruding into sensitive locations such as airports, this paper proposes the use of quadrotor drones equipped with a launch device for interception. For an “X”-sha...

(This article belongs to the Section Drone Design and Development)
  • Correction
  • Open Access
1,423 Views
3 Pages

9 January 2025

There was an error in the authorship of the original publication [...]

(This article belongs to the Special Issue Physical-Layer Security in Drone Communications)
  • Feature Paper
  • Systematic Review
  • Open Access
23 Citations
7,963 Views
23 Pages

Systematic Literature Review Methodology for Drone Recharging Processes in Agriculture and Disaster Management

  • Leonardo Grando,
  • Juan Fernando Galindo Jaramillo,
  • José Roberto Emiliano Leite and
  • Edson Luiz Ursini

8 January 2025

Unmanned Aerial Vehicles (UAVs), or drones, are becoming increasingly vital in agriculture and disaster management due to their autonomous monitoring, data collection, and service delivery capability. However, energy constraints often limit their pot...

(This article belongs to the Section Drones in Agriculture and Forestry)
  • Feature Paper
  • Article
  • Open Access
12 Citations
5,746 Views
25 Pages

8 January 2025

Addressing the path planning problem for multiple wheeled mobile robots (WMRs) in uncertain environments, this paper proposes a multi-WMR path planning algorithm based on the fusion of artificial potential field and model predictive control. Firstly,...

(This article belongs to the Collection Feature Papers of Drones Volume II)
  • Article
  • Open Access
1 Citations
2,858 Views
24 Pages

7 January 2025

In challenging environments such as disaster aid or forest rescue, unmanned aerial vehicles (UAVs) have been hampered by inconsistent or even denied global navigation satellite system (GNSS) signals, resulting in UAVs becoming incapable of operating...

(This article belongs to the Special Issue Autonomous Drone Navigation in GPS-Denied Environments)
  • Article
  • Open Access
6 Citations
5,154 Views
35 Pages

7 January 2025

Accurate path planning is essential for effective regional avoidance in multiple unmanned aerial vehicle (multi-UAV) systems. Existing static path-planning techniques often fail to integrate multiple information sources, resulting in diminished perfo...

(This article belongs to the Special Issue Unmanned Aerial Vehicles for Enhanced Emergency Response)
  • Technical Note
  • Open Access
2 Citations
1,711 Views
19 Pages

6 January 2025

The present study addresses a critical issue within the realm of drones: the challenge of distributed constrained optimization. Our research delves into an optimization scenario where the decision variable is confined to a closed convex set. The prim...

(This article belongs to the Special Issue Distributed Control, Optimization, and Game of UAV Swarm Systems (2nd Edition))
  • Article
  • Open Access
6 Citations
2,872 Views
33 Pages

A Binocular Vision-Assisted Method for the Accurate Positioning and Landing of Quadrotor UAVs

  • Jie Yang,
  • Kunling He,
  • Jie Zhang,
  • Jiacheng Li,
  • Qian Chen,
  • Xiaohui Wei and
  • Hanlin Sheng

6 January 2025

This paper introduces a vision-based target recognition and positioning system for UAV mobile landing scenarios, addressing challenges such as target occlusion due to shadows and the loss of the field of view. A novel image preprocessing technique is...

(This article belongs to the Special Issue Swarm Intelligence in Multi-UAVs)
  • Article
  • Open Access
7 Citations
4,939 Views
28 Pages

6 January 2025

UAVs typically rely on satellite navigation for positioning, yet this method proves ineffective in instances where the signal is inadequate or communication is disrupted. Visually based positioning technology has emerged as a reliable alternative. In...

  • Article
  • Open Access
2 Citations
1,997 Views
21 Pages

A Sparse Feature-Based Mixed Signal Frequencies Detecting for Unmanned Aerial Vehicle Communications

  • Yang Wang,
  • Yongxin Feng,
  • Fan Zhou,
  • Xi Chen,
  • Jian Wang and
  • Peiying Zhang

6 January 2025

As drone technology develops rapidly and many users emerge in airspace networks, various forms of interference have caused the wireless spectrum to exhibit a dense, diverse, and dynamic trend. This increases the probability of spectrum conflicts amon...

(This article belongs to the Topic Advanced Technologies and Applications for Unmanned Systems)
  • Article
  • Open Access
3 Citations
4,197 Views
21 Pages

Combining UAS LiDAR, Sonar, and Radar Altimetry for River Hydraulic Characterization

  • Monica Coppo Frias,
  • Alexander Rietz Vesterhauge,
  • Daniel Haugård Olesen,
  • Filippo Bandini,
  • Henrik Grosen,
  • Sune Yde Nielsen and
  • Peter Bauer-Gottwein

6 January 2025

Accurate river hydraulic characterization is fundamental to assess flood risk, parametrize flood forecasting models, and develop river maintenance workflows. River hydraulic roughness and riverbed/floodplain geometry are the main factors controlling...

  • Feature Paper
  • Article
  • Open Access
15 Citations
4,193 Views
23 Pages

6 January 2025

The accurate estimation of aboveground biomass (AGB) in rubber plantations is essential for predicting rubber production and assessing carbon storage. Multispectral sensors mounted on unmanned aerial vehicles (UAVs) can obtain high spatiotemporal res...

(This article belongs to the Special Issue Feature Papers for Drones in Agriculture and Forestry Section: 2nd Edition)
  • Article
  • Open Access
9 Citations
3,237 Views
23 Pages

5 January 2025

With the increasing demand for marine monitoring, the use of coverage path planning based on unmanned aerial vehicle (UAV) aerial images to assist multiple unmanned surface vehicles (USVs) has shown great potential in marine applications. However, ac...

  • Article
  • Open Access
3 Citations
4,347 Views
24 Pages

5 January 2025

Achieving rapid and effective object detection in large-scale unmanned aerial vehicle (UAV) images presents a challenge. Existing methods typically split the original large UAV image into overlapping patches and perform object detection on each image...

(This article belongs to the Special Issue The Application of Image Processing and Signal Processing Techniques in Unmanned Aerial Vehicles)
  • Article
  • Open Access
6 Citations
2,806 Views
28 Pages

3 January 2025

In this paper, the problem of trajectory design for unmanned aerial vehicle (UAV) swarms in data collection Internet of Things (IoT) networks is studied. In the considered model, the UAV swarm is deployed to patrol a designated area and collect statu...

(This article belongs to the Special Issue Advances in UAV Networks Towards 6G)

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Drones - ISSN 2504-446X