A Comprehensive Review of Recent Research Trends on Unmanned Aerial Vehicles (UAVs)

The growing interest in unmanned aerial vehicles (UAVs) from both the scientific and industrial sectors has attracted a wave of new researchers and substantial investments in this expansive field. However, due to the wide range of topics and subdomains within UAV research, newcomers may find themsel...

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Published inSystems (Basel) Vol. 11; no. 8; p. 400
Main Authors Telli, Khaled, Kraa, Okba, Himeur, Yassine, Ouamane, Abdelmalik, Boumehraz, Mohamed, Atalla, Shadi, Mansoor, Wathiq
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.08.2023
Subjects
Aerial surveys
Aircraft
Aircraft control
Algorithms
Alternative energy
Altitude
Artificial intelligence
Collaboration
Computer architecture
Control algorithms
Cooperative control
Data collection
drone
Drone aircraft
Drones
Efficiency
Engineering research
Flight characteristics
flight control
Forecasts and trends
Hardware
Interdisciplinary aspects
last three years
Literature reviews
open source projects
Open source software
Privacy
Remote sensing
research direction
Researchers
Robotics
Software
Surveillance
Swarming
Trends
UAV
Unmanned aerial vehicles
Algeria
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Abstract The growing interest in unmanned aerial vehicles (UAVs) from both the scientific and industrial sectors has attracted a wave of new researchers and substantial investments in this expansive field. However, due to the wide range of topics and subdomains within UAV research, newcomers may find themselves overwhelmed by the numerous options available. It is therefore crucial for those involved in UAV research to recognize its interdisciplinary nature and its connections with other disciplines. This paper presents a comprehensive overview of the UAV field, highlighting recent trends and advancements. Drawing on recent literature reviews and surveys, the review begins by classifying UAVs based on their flight characteristics. It then provides an overview of current research trends in UAVs, utilizing data from the Scopus database to quantify the number of scientific documents associated with each research direction and their interconnections. This paper also explores potential areas for further development in UAVs, including communication, artificial intelligence, remote sensing, miniaturization, swarming and cooperative control, and transformability. Additionally, it discusses the development of aircraft control, commonly used control techniques, and appropriate control algorithms in UAV research. Furthermore, this paper addresses the general hardware and software architecture of UAVs, their applications, and the key issues associated with them. It also provides an overview of current open source software and hardware projects in the UAV field. By presenting a comprehensive view of the UAV field, this paper aims to enhance our understanding of this rapidly evolving and highly interdisciplinary area of research.
AbstractList The growing interest in unmanned aerial vehicles (UAVs) from both the scientific and industrial sectors has attracted a wave of new researchers and substantial investments in this expansive field. However, due to the wide range of topics and subdomains within UAV research, newcomers may find themselves overwhelmed by the numerous options available. It is therefore crucial for those involved in UAV research to recognize its interdisciplinary nature and its connections with other disciplines. This paper presents a comprehensive overview of the UAV field, highlighting recent trends and advancements. Drawing on recent literature reviews and surveys, the review begins by classifying UAVs based on their flight characteristics. It then provides an overview of current research trends in UAVs, utilizing data from the Scopus database to quantify the number of scientific documents associated with each research direction and their interconnections. This paper also explores potential areas for further development in UAVs, including communication, artificial intelligence, remote sensing, miniaturization, swarming and cooperative control, and transformability. Additionally, it discusses the development of aircraft control, commonly used control techniques, and appropriate control algorithms in UAV research. Furthermore, this paper addresses the general hardware and software architecture of UAVs, their applications, and the key issues associated with them. It also provides an overview of current open source software and hardware projects in the UAV field. By presenting a comprehensive view of the UAV field, this paper aims to enhance our understanding of this rapidly evolving and highly interdisciplinary area of research.
Audience Academic
Author Himeur, Yassine
Boumehraz, Mohamed
Mansoor, Wathiq
Telli, Khaled
Atalla, Shadi
Kraa, Okba
Ouamane, Abdelmalik
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  surname: Telli
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  surname: Kraa
  fullname: Kraa, Okba
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  givenname: Yassine
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  surname: Himeur
  fullname: Himeur, Yassine
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  givenname: Abdelmalik
  surname: Ouamane
  fullname: Ouamane, Abdelmalik
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  surname: Boumehraz
  fullname: Boumehraz, Mohamed
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  surname: Atalla
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  givenname: Wathiq
  orcidid: 0000-0003-2784-5188
  surname: Mansoor
  fullname: Mansoor, Wathiq
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SubjectTerms Aerial surveys
Aircraft
Aircraft control
Algorithms
Alternative energy
Altitude
Artificial intelligence
Collaboration
Computer architecture
Control algorithms
Cooperative control
Data collection
drone
Drone aircraft
Drones
Efficiency
Engineering research
Flight characteristics
flight control
Forecasts and trends
Hardware
Interdisciplinary aspects
last three years
Literature reviews
open source projects
Open source software
Privacy
Remote sensing
research direction
Researchers
Robotics
Software
Surveillance
Swarming
Trends
UAV
Unmanned aerial vehicles
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Title A Comprehensive Review of Recent Research Trends on Unmanned Aerial Vehicles (UAVs)
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