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Drones, Volume 8, Issue 1

2024 January - 31 articles

Cover Story: The tree of heaven (Ailanthus altissima) is a highly invasive tree species and is also the preferred host of an invasive insect, the spotted lanternfly (Lycorma delicatula). Currently, pest managers rely solely on ground surveys for detecting both trees of heaven and spotted lanternflies. This study utilized drones and optical sensors to detect trees of heaven throughout the year. The results of this study demonstrated that drones with RBG and thermal sensors could provide a near real-time and efficient method for the detection of trees of heaven. Such a tool has the potential to aid in the development of effective strategies for monitoring spotted lanternflies. View this paper
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Articles (31)

  • Article
  • Open Access
64 Citations
13,391 Views
34 Pages

Rockfall Analysis from UAV-Based Photogrammetry and 3D Models of a Cliff Area

  • Daniele Cirillo,
  • Michelangelo Zappa,
  • Anna Chiara Tangari,
  • Francesco Brozzetti and
  • Fabio Ietto

22 January 2024

The application of Unmanned Aerial Vehicles (UAVs), commonly known as drones, in geological, geomorphological, and geotechnical studies has gained significant attention due to their versatility and capability to capture high-resolution data from chal...

  • Review
  • Open Access
137 Citations
31,829 Views
27 Pages

22 January 2024

Over the past decade, Unmanned Aerial Vehicles (UAVs) have emerged as essential tools for landslide studies, particularly in on-site investigations. This paper reviews UAV applications in landslide studies, with a focus on static geological character...

(This article belongs to the Special Issue Drones for Natural Hazards)
  • Article
  • Open Access
22 Citations
6,891 Views
22 Pages

Quadrotor Trajectory Control Based on Energy-Optimal Reference Generator

  • Domenico Bianchi,
  • Alessandro Borri,
  • Federico Cappuzzo and
  • Stefano Di Gennaro

22 January 2024

Inspired by the limited battery life of multi-rotor unmanned aerial vehicles (UAVs), this research investigated hierarchical real-time control of UAVs with the generation of energy-optimal reference trajectories. The goal was to design a reference ge...

  • Article
  • Open Access
5 Citations
3,534 Views
21 Pages

21 January 2024

We consider an ensemble of drones moving in a two-dimensional domain, each one of them carrying a communication device, and we investigate the problem of information transfer in the swarm when the transmission capabilities are short range. The proble...

(This article belongs to the Special Issue Advances in AI for Intelligent Autonomous Systems)
  • Article
  • Open Access
45 Citations
11,848 Views
19 Pages

Truck-Drone Delivery Optimization Based on Multi-Agent Reinforcement Learning

  • Zhiliang Bi,
  • Xiwang Guo,
  • Jiacun Wang,
  • Shujin Qin and
  • Guanjun Liu

20 January 2024

In recent years, the adoption of truck–drone collaborative delivery has emerged as an innovative approach to enhance transportation efficiency and minimize the depletion of human resources. Such a model simultaneously addresses the endurance li...

  • Article
  • Open Access
14 Citations
5,280 Views
19 Pages

Rule-Based Verification of Autonomous Unmanned Aerial Vehicles

  • Christoph Sieber,
  • Luis Miguel Vieira da Silva,
  • Kilian Grünhagen and
  • Alexander Fay

20 January 2024

Automation enhances the capabilities of unmanned aerial vehicles (UAVs) by enabling self-determined behavior, while reducing the need for extensive human involvement. Future concepts envision a single human operator commanding multiple autonomous UAV...

  • Article
  • Open Access
7 Citations
3,666 Views
24 Pages

19 January 2024

This paper proposes an event-triggered fault-tolerant time-varying formation control method dedicated to multiple unmanned aerial vehicles (UAVs). We meticulously design a formation-tracking controller with a predefined tracking performance to accomm...

(This article belongs to the Special Issue Swarm Intelligence in Multi-UAVs)
  • Article
  • Open Access
7 Citations
3,108 Views
19 Pages

19 January 2024

Benefiting from the powerful feature extraction capability of deep learning, the Siamese tracker stands out due to its advanced tracking performance. However, constrained by the complex backgrounds of aerial tracking, such as low resolution, occlusio...

  • Article
  • Open Access
4 Citations
2,825 Views
25 Pages

Predictive State Observer-Based Aircraft Distributed Formation Tracking Considering Input Delay and Saturations

  • Liguo Sun,
  • Xiaoyu Liu,
  • Wenqian Tan,
  • Yi Deng and ,
  • Junkai Jiao and
  • Mengjie Zhao
  • + 1 author+ 0 author

17 January 2024

This paper investigates a fully distributed time-varying formation tracking problem for a group of fixed-wing aircraft. The fixed-wing aircraft formation control system consists of an outer-loop trajectory control subsystem and an inner-loop attitude...

  • Feature Paper
  • Article
  • Open Access
14 Citations
7,106 Views
16 Pages

16 January 2024

Drones have been used in a variety of scenarios, such as atmospheric monitoring, fire rescue, agricultural irrigation, etc., in which accurate environmental perception is of crucial importance for both decision making and control. Among drone sensors...

(This article belongs to the Special Issue When Deep Learning Meets Geometry for Air-to-Ground Perception on Drones)
  • Article
  • Open Access
10 Citations
6,638 Views
21 Pages

15 January 2024

The aim of producing self-driving drones has driven many researchers to automate various drone driving functions, such as take-off, navigation, and landing. However, despite the emergence of delivery as one of the most important uses of autonomous dr...

(This article belongs to the Section Innovative Urban Mobility)
  • Article
  • Open Access
10 Citations
4,909 Views
16 Pages

12 January 2024

This study addresses the growing concern over the impact of small unmanned aerial vehicles (UAVs), particularly rotor UAVs, on air traffic order and public safety. We propose a novel method for micro-Doppler feature extraction in multi-rotor UAVs wit...

(This article belongs to the Special Issue Advances of Drones in Green Internet-of-Things)
  • Article
  • Open Access
5 Citations
4,613 Views
23 Pages

12 January 2024

Multi-unmanned systems are primarily composed of unmanned vehicles, drones, and multi-legged robots, among other unmanned robotic devices. By integrating and coordinating the operation of these robotic devices, it is possible to achieve collaborative...

(This article belongs to the Special Issue Resilient UAV Autonomy and Remote Sensing)
  • Article
  • Open Access
61 Citations
15,283 Views
18 Pages

Multi-UAV Path Planning and Following Based on Multi-Agent Reinforcement Learning

  • Xiaoru Zhao,
  • Rennong Yang,
  • Liangsheng Zhong and
  • Zhiwei Hou

11 January 2024

Dedicated to meeting the growing demand for multi-agent collaboration in complex scenarios, this paper introduces a parameter-sharing off-policy multi-agent path planning and the following approach. Current multi-agent path planning predominantly rel...

  • Article
  • Open Access
14 Citations
10,021 Views
23 Pages

10 January 2024

Drones have been increasingly used in firefighting to improve the response speed and reduce the dangers to human firefighters. However, few studies simultaneously consider fire spread prediction, drone scheduling, and the configuration of supporting...

(This article belongs to the Special Issue Drones in the Wild)
  • Article
  • Open Access
5 Citations
3,766 Views
20 Pages

Wind Tunnel Balance Measurements of Bioinspired Tails for a Fixed Wing MAV

  • Rafael Bardera,
  • Ángel. A. Rodríguez-Sevillano,
  • Estela Barroso,
  • Juan Carlos Matías and
  • Suthyvann Sor Mendi

10 January 2024

Bird tails play a significant role in aerodynamics and stability during flight. This paper investigates the use of bioinspired horizontal stabilizers for Micro Air Vehicles (MAVs) with Zimmerman wing-body geometry. Five configurations of bioinspired...

  • Article
  • Open Access
8 Citations
5,206 Views
18 Pages

9 January 2024

Unmanned aerial vehicles (UAVs) hold significant potential for various indoor applications, such as mapping, surveillance, navigation, and search and rescue operations. However, indoor positioning is a significant challenge for UAVs, owing to the lac...

(This article belongs to the Special Issue Drones Navigation and Orientation)
  • Article
  • Open Access
2 Citations
3,323 Views
34 Pages

7 January 2024

The collection and transportation of samples are crucial steps in stopping the initial spread of infectious diseases. This process demands high levels of safety and timeliness. The rapid advancement of technologies such as the Internet of Things (IoT...

(This article belongs to the Section Innovative Urban Mobility)
  • Article
  • Open Access
7 Citations
3,434 Views
19 Pages

Drone Multiline Light Detection and Ranging Data Filtering in Coastal Salt Marshes Using Extreme Gradient Boosting Model

  • Xixiu Wu,
  • Kai Tan,
  • Shuai Liu,
  • Feng Wang and ,
  • Pengjie Tao,
  • Yanjun Wang and
  • Xiaolong Cheng
  • + 2 authors+ 0 author

4 January 2024

Quantitatively characterizing coastal salt-marsh terrains and the corresponding spatiotemporal changes are crucial for formulating comprehensive management plans and clarifying the dynamic carbon evolution. Multiline light detection and ranging (LiDA...

(This article belongs to the Special Issue Resilient UAV Autonomy and Remote Sensing)
  • Article
  • Open Access
4 Citations
3,255 Views
23 Pages

4 January 2024

In this study, we design and analyze a reliability-oriented downlink wireless network assisted by unmanned aerial vehicles (UAVs). This network employs non-orthogonal multiple access (NOMA) transmission and finite blocklength (FBL) codes. In the netw...

  • Article
  • Open Access
7 Citations
4,145 Views
33 Pages

Optimal Configuration of Heterogeneous Swarm for Cooperative Detection with Minimum DOP Based on Nested Cones

  • Ruihang Yu,
  • Yilin Liu,
  • Yangtao Meng,
  • Yan Guo and ,
  • Zhiming Xiong and
  • Pengfei Jiang
  • + 1 author+ 0 author

2 January 2024

When unmanned platforms perform precise target detection, the configuration of detection nodes will significantly impact accuracy. Aiming to obtain the minimum dilution of precision (DOP), this paper innovatively proposes an optimal detection configu...

(This article belongs to the Special Issue Cooperation of Drones and Other Manned/Unmanned Systems)
  • Feature Paper
  • Review
  • Open Access
17 Citations
8,221 Views
36 Pages

Multi-Robot Coverage Path Planning for the Inspection of Offshore Wind Farms: A Review

  • Ashley J. I. Foster,
  • Mario Gianni,
  • Amir Aly,
  • Hooman Samani and
  • Sanjay Sharma

31 December 2023

Offshore wind turbine (OWT) inspection research is receiving increasing interest as the sector grows worldwide. Wind farms are far from emergency services and experience extreme weather and winds. This hazardous environment lends itself to unmanned a...

  • Article
  • Open Access
7 Citations
4,541 Views
17 Pages

Automated Flight Technology for Integral Path Planning and Trajectory Tracking of the UAV

  • Mengjing Gao,
  • Tian Yan,
  • Wenxing Fu,
  • Zhenfei Feng and
  • Hang Guo

30 December 2023

In view of the problem that path planning and trajectory tracking are rarely solved simultaneously in the current research, which hinders their practical implementation, this paper focuses on enhancing the autonomous flight planning capability of unm...

  • Feature Paper
  • Article
  • Open Access
12 Citations
4,995 Views
21 Pages

Evaluation of Fissures and Cracks in Bridges by Applying Digital Image Capture Techniques Using an Unmanned Aerial Vehicle

  • Eric Forcael,
  • Oswal Román,
  • Hayan Stuardo,
  • Rodrigo F. Herrera and
  • Jaime Soto-Muñoz

30 December 2023

The evaluation of cracks and fissures in bridge structures is essential to ensure the long-term safety, durability, and functionality of these infrastructures. In this sense, processing grayscale images and adjusting brightness and contrast levels ca...

(This article belongs to the Special Issue Application of UAS in Construction)
  • Feature Paper
  • Article
  • Open Access
5 Citations
6,552 Views
29 Pages

Paving the Way for Last-Mile Delivery in Greece: Data-Driven Performance Analysis with a Customized Quadrotor

  • Charalabos Ioannidis,
  • Argyro-Maria Boutsi,
  • Georgios Tsingenopoulos,
  • Sofia Soile and ,
  • Regina Chliverou and
  • Chryssy Potsiou
  • + 1 author+ 0 author

29 December 2023

Cargo drones are a cutting-edge solution that is becoming increasingly popular as flight times extend and regulatory frameworks evolve to accommodate new delivery methods. The aim of this paper was to comprehensively understand cargo drone dynamics a...

(This article belongs to the Special Issue Advances of Drones in Logistics)
  • Article
  • Open Access
27 Citations
7,389 Views
27 Pages

29 December 2023

This paper introduces a groundbreaking approach to transform urban mobility by integrating Unmanned Aerial Vehicles (UAVs) and Visible Light Communication (VLC) technologies into traffic management systems within smart cities. With the continued grow...

(This article belongs to the Special Issue Wireless Networks and UAV)
  • Article
  • Open Access
8 Citations
3,692 Views
14 Pages

Comparison of Multiple Models in Decentralized Target Estimation by a UAV Swarm

  • Fausto Francesco Lizzio,
  • Martin Bugaj,
  • Ján Rostáš and
  • Stefano Primatesta

27 December 2023

The decentralized estimation and tracking of a mobile target performed by a group of unmanned aerial vehicles (UAVs) is studied in this work. A flocking protocol is used for maintaining a collision-free formation, while a decentralized extended Kalma...

(This article belongs to the Special Issue Emerging Technologies and Innovations in Unmanned Aerial Vehicle Control Systems)
  • Article
  • Open Access
6 Citations
3,508 Views
16 Pages

26 December 2023

An unmanned aerial vehicle (UAV) swarm is a fast-moving system where self-adaption is necessary when conducting a mission. The major causative factors of mission failures are inevitable disruptive events and uncertain threats. Given the unexpected di...

  • Article
  • Open Access
7 Citations
3,531 Views
23 Pages

Hybrid Dual-Scale Neural Network Model for Tracking Complex Maneuvering UAVs

  • Yang Gao,
  • Zhihong Gan,
  • Min Chen,
  • He Ma and
  • Xingpeng Mao

25 December 2023

Accurate tracking and predicting unmanned aerial vehicle (UAV) trajectories are essential to ensure mission success, equipment safety, and data accuracy. Maneuverable UAVs exhibit complex and dynamic motion, and conventional tracking algorithms that...

  • Feature Paper
  • Article
  • Open Access
32 Citations
8,818 Views
12 Pages

24 December 2023

Wildlife monitoring can be time-consuming and expensive, but the fast-developing technologies of uncrewed aerial vehicles, sensors, and machine learning pave the way for automated monitoring. In this study, we trained YOLOv5 neural networks to detect...

(This article belongs to the Special Issue Drone Advances in Wildlife Research)
  • Article
  • Open Access
11 Citations
6,973 Views
14 Pages

19 December 2023

Tree of heaven (Ailanthus altissima) is a highly invasive tree species in the USA and the preferred host of an invasive insect, the spotted lanternfly (Lycorma delicatula). Currently, pest managers rely solely on ground surveys for detecting both A. ...

(This article belongs to the Special Issue Feature Papers for Drones in Agriculture and Forestry Section)
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Drones - ISSN 2504-446X