State-of-the-Art and Future Research Challenges in UAV Swarms

被引:4
|
作者
Javed, Sadaf [1 ]
Hassan, Ali [1 ]
Ahmad, Rizwan [1 ]
Ahmed, Waqas [2 ]
Ahmed, Rehan [1 ]
Saadat, Ahsan [1 ]
Guizani, Mohsen [3 ]
机构
[1] Natl Univ Sci & Technol, Sch Elect Engn & Comp Sci, Islamabad 44000, Pakistan
[2] Pakistan Inst Engn & Appl Sci, Dept Elect Engn, Islamabad 45650, Pakistan
[3] Mohamed Bin Zayed Univ Artificial Intelligence, Machine Learning Dept, Abu Dhabi, U Arab Emirates
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 11期
关键词
Autonomous aerial vehicles; Task analysis; Formation control; Surveys; Game theory; Security; Internet of Things; Autonomy; coordination and cooperation; ethical aspects; networking; path planning; unmanned aerial vehicle (UAV) swarm; OPPORTUNISTIC ROUTING PROTOCOL; DECISION-MAKING; TASK ASSIGNMENT; OPTIMIZATION; ENERGY; ALGORITHM; SYSTEM; SURVEILLANCE; ARCHITECTURE; PREDICTION;
D O I
10.1109/JIOT.2024.3364230
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to their potential to accomplish complicated missions more effectively, UAV swarms have attracted a lot of attention lately. UAV swarm offers enhanced intelligence, improved coordination, increased flexibility, survivability, and reconfigurability. It is a multidisciplinary system that necessitates a tight integration of several subsystems, including optimal trajectory planning, localization, task coordination, etc. This review covers the important aspects of UAV swarms, including swarm formation control, communication, swarm path planning, autonomy, coordination, and security. It additionally explores recent technical advancements in UAV swarm algorithms that have made the development of complex UAV swarm systems possible. This article also provides insight into ethical aspects and the use cases of UAV swarms in various military, civilian, and entertainment applications. This article is concluded by highlighting the potential future directions and challenges of UAV swarm technology and the need for more research and development to exploit their potential fully. Overall, this article presents a comprehensive review of UAV swarm technology, addressing its potential for revolutionizing many fields and supporting advancements in the future.
引用
收藏
页码:19023 / 19045
页数:23
相关论文
共 50 条
  • [1] A survey of photon mapping state-of-the-art research and future challenges
    Kang, Chun-meng
    Wang, Lu
    Xu, Yan-ning
    Meng, Xiang-xu
    [J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2016, 17 (03) : 185 - 199
  • [2] A survey of photon mapping state-of-the-art research and future challenges
    Chun-meng Kang
    Lu Wang
    Yan-ning Xu
    Xiang-xu Meng
    [J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17 : 185 - 199
  • [3] A survey of photon mapping state-of-the-art research and future challenges
    Chun-meng KANG
    Lu WANG
    Yan-ning XU
    Xiang-xu MENG
    [J]. Frontiers of Information Technology & Electronic Engineering, 2016, 17 (03) : 185 - 199
  • [4] State-of-the-Art and Future Direction of UAV Technologies
    Yamaguchi, Shingo
    [J]. IEEE CONSUMER ELECTRONICS MAGAZINE, 2021, 10 (06) : 4 - 5
  • [5] UAV assistance paradigm: State-of-the-art in applications and challenges
    Alzahrani, Bander
    Oubbati, Omar Sami
    Barnawi, Ahmed
    Atiquzzaman, Mohammed
    Alghazzawi, Daniyal
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2020, 166
  • [6] External sources for mobile computing: the state-of-the-art, challenges, and future research
    Bangui, Hind
    Rakrak, Said
    Raghay, Said
    [J]. 2015 INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGIES AND APPLICATIONS (CLOUDTECH 15), 2015, : 245 - 252
  • [7] Human Biomonitoring of Glyphosate Exposures: State-of-the-Art and Future Research Challenges
    Connolly, Alison
    Coggins, Marie A.
    Koch, Holger M.
    [J]. TOXICS, 2020, 8 (03)
  • [8] Visual Analysis of Large Graphs: State-of-the-Art and Future Research Challenges
    von Landesberger, T.
    Kuijper, A.
    Schreck, T.
    Kohlhammer, J.
    van Wijk, J. J.
    Fekete, J. -D.
    Fellner, D. W.
    [J]. COMPUTER GRAPHICS FORUM, 2011, 30 (06) : 1719 - 1749
  • [9] The blockchain: State-of-the-art and research challenges
    Yang, Lu
    [J]. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2019, 15 : 80 - 90
  • [10] A Survey of Visual Analytics Techniques and Applications: State-of-the-Art Research and Future Challenges
    Sun, Guo-Dao
    Wu, Ying-Cai
    Liang, Rong-Hua
    Liu, Shi-Xia
    [J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2013, 28 (05) : 852 - 867