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Drones, Volume 7, Issue 3

2023 March - 74 articles

Cover Story: Visual feedback-based control for unmanned vehicles is crucial in many applications, including target tracking. However, inaccurate data and limited target information pose significant challenges. Cooperative control also presents difficulties due to communication limitations among vehicles. Our proposed solution to coordinated vision-based tracking enables a fleet of vehicles to orbit a target while coordinating phase separation. It achieves tracking using only a vehicle-target-relative line-of-sight angle and guarantees performance in the presence of communication failures, dropouts, and switching topologies, and non-ideal tracking of control commands by the vehicle autopilot. View this paper
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Articles (74)

  • Feature Paper
  • Article
  • Open Access
19 Citations
10,234 Views
14 Pages

A Novel Technique for Photo-Identification of the Fin Whale, Balaenoptera physalus, as Determined by Drone Aerial Images

  • Eduard Degollada,
  • Natalia Amigó,
  • Seán A. O’Callaghan,
  • Mila Varola,
  • Katia Ruggero and
  • Beatriu Tort

22 March 2023

Drones have become a crucial research tool across marine environments over the past decade, being specifically useful in marine mammal research. Fin whales (Balaenoptera physalus) have been monitored feeding along the Catalan coast, Spain (NW Mediter...

  • Article
  • Open Access
5 Citations
3,956 Views
19 Pages

21 March 2023

Path planning is one of the key parts of unmanned aerial vehicle (UAV) fast autonomous flight in cluttered environments. However, it remains a challenge to efficiently generate a high-quality trajectory for flight tasks with a high success rate. In t...

  • Article
  • Open Access
5 Citations
3,486 Views
21 Pages

21 March 2023

An island logistics system is vulnerable in emergency conditions and even isolated from land logistics. Drone-based distribution is an emerging solution investigated in this study to transport packages from a land base to the islands. Considering the...

  • Article
  • Open Access
12 Citations
4,528 Views
25 Pages

21 March 2023

Multi-UAV cooperative path planning can improve the efficiency of task completion. To deal with the space and time conflicts of multi-UAVs in complex environments, a multi-collision-based multi-UAV cooperative path planning algorithm, multi-conflict-...

  • Article
  • Open Access
1 Citations
2,260 Views
14 Pages

21 March 2023

An unmanned aerial vehicle (UAV) swarm has broad application prospects, in which scheduling is one of the key technologies determining the completion of tasks. A market-based approach is an effective way to schedule UAVs distributively and quickly, m...

  • Article
  • Open Access
10 Citations
6,374 Views
25 Pages

The Development of Copper Clad Laminate Horn Antennas for Drone Interferometric Synthetic Aperture Radar

  • Anthony Carpenter,
  • James A. Lawrence,
  • Richard Ghail and
  • Philippa J. Mason

20 March 2023

Interferometric synthetic aperture radar (InSAR) is an active remote sensing technique that typically utilises satellite data to quantify Earth surface and structural deformation. Drone InSAR should provide improved spatial-temporal data resolutions...

  • Feature Paper
  • Review
  • Open Access
65 Citations
13,833 Views
69 Pages

A Survey on Energy Optimization Techniques in UAV-Based Cellular Networks: From Conventional to Machine Learning Approaches

  • Attai Ibrahim Abubakar,
  • Iftikhar Ahmad,
  • Kenechi G. Omeke,
  • Metin Ozturk,
  • Cihat Ozturk,
  • Ali Makine Abdel-Salam,
  • Michael S. Mollel,
  • Qammer H. Abbasi,
  • Sajjad Hussain and
  • Muhammad Ali Imran

20 March 2023

Wireless communication networks have been witnessing unprecedented demand due to the increasing number of connected devices and emerging bandwidth-hungry applications. Although there are many competent technologies for capacity enhancement purposes,...

  • Article
  • Open Access
24 Citations
6,619 Views
14 Pages

Deep Reinforcement Learning Based Computation Offloading in UAV-Assisted Edge Computing

  • Peiying Zhang,
  • Yu Su,
  • Boxiao Li,
  • Lei Liu,
  • Cong Wang,
  • Wei Zhang and
  • Lizhuang Tan

19 March 2023

Traditional multi-access edge computing (MEC) often has difficulty processing large amounts of data in the face of high computationally intensive tasks, so it needs to offload policies to offload computation tasks to adjacent edge servers. The comput...

  • Article
  • Open Access
8 Citations
4,795 Views
16 Pages

19 March 2023

UAVs are becoming increasingly used in the field of structural health monitoring, and the position information of them during the tasks is crucial. However, in complex scenarios such as bridges and high-rise buildings, the GNSS positioning method can...

  • Review
  • Open Access
239 Citations
37,169 Views
37 Pages

Review of Autonomous Path Planning Algorithms for Mobile Robots

  • Hongwei Qin,
  • Shiliang Shao,
  • Ting Wang,
  • Xiaotian Yu,
  • Yi Jiang and
  • Zonghan Cao

18 March 2023

Mobile robots, including ground robots, underwater robots, and unmanned aerial vehicles, play an increasingly important role in people’s work and lives. Path planning and obstacle avoidance are the core technologies for achieving autonomy in mo...

  • Systematic Review
  • Open Access
79 Citations
15,065 Views
33 Pages

Systematic Review on Civilian Drones in Safety and Security Applications

  • Khalifa AL-Dosari,
  • Ziad Hunaiti and
  • Wamadeva Balachandran

18 March 2023

The employment of unmanned aerial vehicles, also known as UAVs, is expanding rapidly across various civil application areas. Some of these domains include real-time tracking, the provision of wireless coverage, sensing, searches and rescue, the deliv...

  • Article
  • Open Access
10 Citations
5,942 Views
27 Pages

A Robust Real-Time Ellipse Detection Method for Robot Applications

  • Wenshan He,
  • Gongping Wu,
  • Fei Fan,
  • Zhongyun Liu and
  • Shujie Zhou

17 March 2023

Over the years, many ellipse detection algorithms have been studied broadly, while the critical problem of accurately and effectively detecting ellipses in the real-world using robots remains a challenge. In this paper, we proposed a valuable real-ti...

  • Feature Paper
  • Article
  • Open Access
7 Citations
3,095 Views
23 Pages

Evaluation of an Innovative Rosette Flight Plan Design for Wildlife Aerial Surveys with UAS

  • Julie Linchant,
  • Philippe Lejeune,
  • Samuel Quevauvillers,
  • Cédric Vermeulen,
  • Yves Brostaux,
  • Simon Lhoest and
  • Adrien Michez

17 March 2023

(1) Regular wildlife abundance surveys are a key conservation tool. Manned aircraft flying transects often remain the best alternative for counting large ungulates. Drones have cheaper and safer logistics, however their range is generally too short f...

  • Feature Paper
  • Article
  • Open Access
30 Citations
7,469 Views
23 Pages

Drone-Based Identification and Monitoring of Two Invasive Alien Plant Species in Open Sand Grasslands by Six RGB Vegetation Indices

  • László Bakacsy,
  • Zalán Tobak,
  • Boudewijn van Leeuwen,
  • Péter Szilassi,
  • Csaba Biró and
  • József Szatmári

17 March 2023

Today, invasive alien species cause serious trouble for biodiversity and ecosystem services, which are essential for human survival. In order to effectively manage invasive species, it is important to know their current distribution and the dynamics...

  • Review
  • Open Access
31 Citations
5,336 Views
19 Pages

17 March 2023

Island territories and their coastal regions are subject to a wide variety of stresses, both natural and anthropogenic. With increasing pressures on these vulnerable environments, the need to improve our knowledge of these ecosystems increases as wel...

  • Article
  • Open Access
9 Citations
2,789 Views
26 Pages

Adjustable Fully Adaptive Cross-Entropy Algorithms for Task Assignment of Multi-UAVs

  • Kehao Wang,
  • Xun Zhang,
  • Xuyang Qiao,
  • Xiaobai Li,
  • Wei Cheng,
  • Yirui Cong and
  • Kezhong Liu

16 March 2023

This paper investigates the multiple unmanned aerial vehicle (multi-UAV) cooperative task assignment problem. Specifically, we assign different types of UAVs to accomplish the classification, attack, and verification tasks of targets under resource,...

  • Article
  • Open Access
9 Citations
2,830 Views
21 Pages

TAN: A Transferable Adversarial Network for DNN-Based UAV SAR Automatic Target Recognition Models

  • Meng Du,
  • Yuxin Sun,
  • Bing Sun,
  • Zilong Wu,
  • Lan Luo,
  • Daping Bi and
  • Mingyang Du

16 March 2023

Recently, the unmanned aerial vehicle (UAV) synthetic aperture radar (SAR) has become a highly sought-after topic for its wide applications in target recognition, detection, and tracking. However, SAR automatic target recognition (ATR) models based o...

  • Article
  • Open Access
3 Citations
3,471 Views
19 Pages

Optimal UAV Hangar Locations for Emergency Services Considering Restricted Areas

  • Hannes Braßel,
  • Thomas Zeh,
  • Hartmut Fricke and
  • Anette Eltner

16 March 2023

With unmanned aerial vehicle(s) (UAV), swift responses to urgent needs (such as search and rescue missions or medical deliveries) can be realized. Simultaneously, legislators are establishing so-called geographical zones, which restrict UAV operation...

  • Feature Paper
  • Review
  • Open Access
97 Citations
21,918 Views
24 Pages

15 March 2023

The use of UAVs for monitoring and inspection in the construction industry has garnered considerable attention in recent years due to their potential to enhance safety, efficiency, and accuracy. The development and application of various types of dro...

  • Feature Paper
  • Article
  • Open Access
10 Citations
4,323 Views
17 Pages

15 March 2023

This paper presents an architecture for controlling a quadrotor transporting a cable-suspended load of uncertain mass. A family of trajectories is proposed that is composed by three phases—lift-off, transit, and landing—and implemented as a hybrid sy...

  • Article
  • Open Access
6 Citations
3,972 Views
29 Pages

Experimental and Numerical Considerations for the Motor-Propeller Assembly’s Air Flow Field over a Quadcopter’s Arm

  • Andra Tofan-Negru,
  • Amado Ștefan,
  • Lucian Ștefăniță Grigore and
  • Ionica Oncioiu

15 March 2023

The aim of the paper is to validate the analytical–numerical analysis method regarding the operating regime of the propellers of a quadcopter. The research aims to mark the flow areas whose numerical results differ from the experimental ones an...

  • Article
  • Open Access
4 Citations
2,810 Views
23 Pages

Carrier Aircraft Flight Controller Design by Synthesizing Preview and Nonlinear Control Laws

  • Baoxu Jia,
  • Liguo Sun,
  • Xiaoyu Liu,
  • Shuting Xu,
  • Wenqian Tan and
  • Junkai Jiao

15 March 2023

This paper proposes an innovative automatic carrier landing control law for carrier-based aircraft considering complex ship motion and wind environment. Specifically, a strategy is proposed to synthesize preview control with an adaptive nonlinear con...

  • Article
  • Open Access
20 Citations
4,576 Views
16 Pages

15 March 2023

For the stability analysis of rock slope, it is very critical to obtain the spatial geometric characteristics of the structural surfaces of the rock mass accurately and effectively. As for a high-steep rock slope of an iron ore mine, in order to solv...

  • Article
  • Open Access
3 Citations
3,540 Views
25 Pages

14 March 2023

This paper studies the consensus tracking control for a class of uncertain high-order nonlinear multi-agent systems under an undirected leader-following architecture. A novel distributed finite-time adaptive control framework is proposed based on the...

  • Feature Paper
  • Article
  • Open Access
35 Citations
5,643 Views
25 Pages

Multi-UAV Trajectory Planning during Cooperative Tracking Based on a Fusion Algorithm Integrating MPC and Standoff

  • Bo Li,
  • Chao Song,
  • Shuangxia Bai,
  • Jingyi Huang,
  • Rui Ma,
  • Kaifang Wan and
  • Evgeny Neretin

14 March 2023

In this paper, an intelligent algorithm integrating model predictive control and Standoff algorithm is proposed to solve trajectory planning that UAVs may face while tracking a moving target cooperatively in a complex three-dimensional environment. A...

  • Article
  • Open Access
25 Citations
3,279 Views
19 Pages

Fault-Tolerant Control for Carrier-Based UAV Based on Sliding Mode Method

  • Zhuoer Yao,
  • Zi Kan,
  • Chong Zhen,
  • Haoyuan Shao and
  • Daochun Li

13 March 2023

To enable a carrier-based unmanned aerial vehicle (UAV) to track the desired glide trajectory and safely land on the deck with the presence of system faults, this paper proposes a neural network-based adaptive sliding mode fault-tolerant control (NAS...

  • Article
  • Open Access
3 Citations
3,637 Views
20 Pages

Speed-First: An Aggressive Gradient-Based Local Planner for Quadrotor Faster Flight

  • Jiajie Yu,
  • Jiaqi Li,
  • Tong Zhang,
  • Binbin Yan,
  • Shaoyi Li and
  • Zhongjie Meng

11 March 2023

Autonomous flight for quadrotors is maturing with the development of real-time local trajectory planning. However, the current local planning method is too conservative to waste the agility of the quadrotors. So in this paper, we have focused on aggr...

  • Article
  • Open Access
23 Citations
6,657 Views
19 Pages

11 March 2023

The demand for autonomous UAV swarm operations has been on the rise following the success of UAVs in various challenging tasks. Yet conventional swarm control approaches are inadequate for coping with swarm scalability, computational requirements, an...

  • Feature Paper
  • Review
  • Open Access
75 Citations
27,805 Views
26 Pages

Drone-Aided Delivery Methods, Challenge, and the Future: A Methodological Review

  • Xueping Li,
  • Jose Tupayachi,
  • Aliza Sharmin and
  • Madelaine Martinez Ferguson

10 March 2023

The use of drones for package delivery, commonly known as drone delivery or unmanned aerial vehicle (UAV) delivery, has gained significant attention from academia and industries. Compared to traditional delivery methods, it provides greater flexibili...

  • Review
  • Open Access
171 Citations
24,596 Views
29 Pages

YOLO-Based UAV Technology: A Review of the Research and Its Applications

  • Chunling Chen,
  • Ziyue Zheng,
  • Tongyu Xu,
  • Shuang Guo,
  • Shuai Feng,
  • Weixiang Yao and
  • Yubin Lan

10 March 2023

In recent decades, scientific and technological developments have continued to increase in speed, with researchers focusing not only on the innovation of single technologies but also on the cross-fertilization of multidisciplinary technologies. Unman...

  • Feature Paper
  • Article
  • Open Access
36 Citations
5,246 Views
20 Pages

Segmentation Detection Method for Complex Road Cracks Collected by UAV Based on HC-Unet++

  • Hongbin Cao,
  • Yuxi Gao,
  • Weiwei Cai,
  • Zhuonong Xu and
  • Liujun Li

10 March 2023

Road cracks are one of the external manifestations of safety hazards in transportation. At present, the detection and segmentation of road cracks is still an intensively researched issue. With the development of image segmentation technology of the c...

  • Article
  • Open Access
114 Citations
12,445 Views
18 Pages

9 March 2023

A multi-scale UAV aerial image object detection model MS-YOLOv7 based on YOLOv7 was proposed to address the issues of a large number of objects and a high proportion of small objects that commonly exist in the Unmanned Aerial Vehicle (UAV) aerial ima...

  • Article
  • Open Access
25 Citations
6,348 Views
18 Pages

9 March 2023

The use of drones is becoming increasingly popular in various fields. In the case of education, initiatives have emerged in which they are included as tools to develop student’s knowledge, and their use is becoming more frequent. This research...

  • Article
  • Open Access
4 Citations
2,869 Views
20 Pages

Feasibility Study of Detection of Ochre Spot on Almonds Aimed at Very Low-Cost Cameras Onboard a Drone

  • Juana M. Martínez-Heredia,
  • Ana I. Gálvez,
  • Francisco Colodro,
  • José Luis Mora-Jiménez and
  • Ons E. Sassi

8 March 2023

Drones can be very helpful in precision agriculture. Currently, most drone-based solutions for plant disease detection incorporate multispectral, hyperspectral, or thermal cameras, which are expensive. In addition, there is a trend nowadays to apply...

  • Article
  • Open Access
20 Citations
6,220 Views
17 Pages

Multi-UAV Formation Control in Complex Conditions Based on Improved Consistency Algorithm

  • Canhui Tao,
  • Ru Zhang,
  • Zhiping Song,
  • Baoshou Wang and
  • Yang Jin

7 March 2023

Formation control is a prerequisite for the formation to complete specified tasks safely and efficiently. Considering non-symmetrical communication interference and network congestion, this article aims to design a control protocol by studying the fo...

  • Article
  • Open Access
7 Citations
3,275 Views
20 Pages

7 March 2023

Numerous attempts have been made to extend the endurance of small unmanned aerial vehicles (UAVs) by improving their propulsion system. However, due to their non-linear setup, no study has been conducted on small electric UAVs’ architecture fra...

  • Article
  • Open Access
30 Citations
5,005 Views
18 Pages

Deep Learning-Based Pine Nematode Trees’ Identification Using Multispectral and Visible UAV Imagery

  • Bingxi Qin,
  • Fenggang Sun,
  • Weixing Shen,
  • Bin Dong,
  • Shencheng Ma,
  • Xinyu Huo and
  • Peng Lan

7 March 2023

Pine wilt disease (PWD) has become increasingly serious recently and causes great damage to the world’s pine forest resources. The use of unmanned aerial vehicle (UAV)-based remote sensing helps to identify pine nematode trees in time and has b...

  • Feature Paper
  • Article
  • Open Access
20 Citations
7,682 Views
15 Pages

Analysis of Wind Effect on Drone Relay Communications

  • Yuya Tajima,
  • Takefumi Hiraguri,
  • Takahiro Matsuda,
  • Tetsuro Imai,
  • Jiro Hirokawa,
  • Hiroyuki Shimizu,
  • Tomotaka Kimura and
  • Kazuki Maruta

7 March 2023

In this study, we realized a relay network using drones and analyzed the impact of the sway angle of a drone’s attitude on communication in a windy flight environment. Drones in flight act as radio relay stations and communication among them is perfo...

  • Article
  • Open Access
3 Citations
2,848 Views
23 Pages

7 March 2023

As the core of electric propulsion in drones, the motor has higher requirements for its reliability and fault tolerance. Accurate acquisition of rotor position information is a prerequisite for a motor-driven drone’s system to operate stably. T...

  • Article
  • Open Access
15 Citations
5,652 Views
32 Pages

6 March 2023

In this paper, a four-dimensional (4D) dynamic cooperative path planning algorithm for multiple unmanned aerial vehicles (UAVs) is proposed, in which the cooperative time variables of UAVs, as well as conflict and threat avoidance, are considered. Th...

  • Article
  • Open Access
47 Citations
10,624 Views
27 Pages

Animal Detection and Counting from UAV Images Using Convolutional Neural Networks

  • Kristina Rančić,
  • Boško Blagojević,
  • Atila Bezdan,
  • Bojana Ivošević,
  • Bojan Tubić,
  • Milica Vranešević,
  • Branislav Pejak,
  • Vladimir Crnojević and
  • Oskar Marko

6 March 2023

In the last decade, small unmanned aerial vehicles (UAVs/drones) have become increasingly popular in the airborne observation of large areas for many purposes, such as the monitoring of agricultural areas, the tracking of wild animals in their natura...

  • Article
  • Open Access
4 Citations
2,323 Views
20 Pages

Pollution from Highways Detection Using Winter UAV Data

  • Gabriel A. Baah,
  • Igor Yu. Savin and
  • Yuri I. Vernyuk

6 March 2023

This study identified and evaluated the association between metal content and UAV data to monitor pollution from roadways. A total of 18 mixed snow samples were collected at the end of winter, utilizing a 1 m long and 10 cm wide snow collection tube,...

  • Feature Paper
  • Article
  • Open Access
3 Citations
3,109 Views
23 Pages

5 March 2023

We address the problem of coordinated vision-based tracking of a moving target using multiple unmanned vehicles that exchange information over a supporting time-varying network. The objective of this work is to formulate decentralized control algorit...

  • Article
  • Open Access
13 Citations
13,895 Views
18 Pages

4 March 2023

Non-terrestrial network (NTN) systems can offer wide area coverage for applications requiring high mobility, which is expected in the sixth generation (6G) of telecommunication systems. This paper proposes a high-mobility support system based on the...

  • Article
  • Open Access
32 Citations
11,112 Views
20 Pages

3 March 2023

Drones have many applications in our daily lives and can be employed for agricultural, military, commercial, disaster relief, research and development, and many other purposes. There has been a significant increase in the usage of small drones/unmann...

  • Editorial
  • Open Access
4 Citations
1,970 Views
7 Pages

Editorial of Special Issue “Unconventional Drone-Based Surveying”

  • Arianna Pesci,
  • Giordano Teza and
  • Massimo Fabris

3 March 2023

Nowadays, Unmanned Aerial Vehicles (UAVs), as well as Unmanned Surface Vehicles (USVs) or also Unmanned Underwater Vehicles (UUVs), later on simply called drones, have reached a sufficient degree of maturity to allow their use for various purposes [...]

  • Article
  • Open Access
7 Citations
3,045 Views
20 Pages

A Weakly Supervised Approach for Disease Segmentation of Maize Northern Leaf Blight from UAV Images

  • Shuo Chen,
  • Kefei Zhang,
  • Suqin Wu,
  • Ziqian Tang,
  • Yindi Zhao,
  • Yaqin Sun and
  • Zhongchao Shi

3 March 2023

The segmentation of crop disease zones is an important task of image processing since the knowledge of the growth status of crops is critical for agricultural management. Nowadays, images taken by unmanned aerial vehicles (UAVs) have been widely used...

  • Article
  • Open Access
7 Citations
3,777 Views
15 Pages

2 March 2023

Aiming at anti Unmanned Aerial Vehicle (UAV) swarm, this paper studies the detection and suppression mechanisms of emergence in cooperative flight. Cooperative fly is one of the critical operations for UAV swarm in both military and civilian utilitie...

  • Article
  • Open Access
9 Citations
5,635 Views
24 Pages

1 March 2023

In this paper, a real-time dynamic programming (RTDP) approach was developed for the first time to jointly carry a slung load using two unmanned aerial vehicles (UAVs) with a trajectory optimized for time and energy consumption. The novel strategy ap...

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Drones - ISSN 2504-446X