Algorithms and applications of intelligent swarm cooperative control: A comprehensive survey. (1st November 2022)
- Record Type:
- Journal Article
- Title:
- Algorithms and applications of intelligent swarm cooperative control: A comprehensive survey. (1st November 2022)
- Main Title:
- Algorithms and applications of intelligent swarm cooperative control: A comprehensive survey
- Authors:
- Xu, Xiao-ping
Yan, Xiao-ting
Yang, Wen-yuan
An, Kai
Huang, Wei
Wang, Yuan - Abstract:
- Abstract: The intelligent swarm concept has attracted much interest in recent years. Intelligent swarms have been deployed in many real-world applications, such as transportations, target tracking, search and rescue. Since most of these applications usually have very complex goals, the cooperative control approaches of intelligent swarms are very important, and the requirements of better utilizations of intelligent swarms make the efficient control of swarms a critical challenge that needs to overcome. This article reviews the profound cooperative control approaches of intelligent swarms, mainly focus on three kinds of typical intelligent swarms, UAV swarm, missile swarm and hypersonic aircraft swarm. The formation control approaches and decision-making approaches are both surveyed, as well as some typical real-world scenarios. Each approach is investigated based on different criteria, which highlights its distinct advantages and disadvantages. Finally, we present some discussions and recommendations for further investigation. Highlights: Cooperative control approaches of intelligent swarms were reviewed. UAV swarm, missile swarm and hypersonic aircraft swarm were evaluated. Formation control approaches and decision-making approaches were both studied. Each approach was investigated based on different criteria, including advantages and disadvantages.
- Is Part Of:
- Progress in aerospace sciences. Volume 135(2022)
- Journal:
- Progress in aerospace sciences
- Issue:
- Volume 135(2022)
- Issue Display:
- Volume 135, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 135
- Issue:
- 2022
- Issue Sort Value:
- 2022-0135-2022-0000
- Page Start:
- Page End:
- Publication Date:
- 2022-11-01
- Subjects:
- Intelligent swarm -- Cooperative control -- Formation control -- Decision-making -- Hypersonic aircraft
Aeronautics -- Periodicals
Astronautics -- Periodicals
Aéronautique -- Périodiques
Astronautique -- Périodiques
629.1 - Journal URLs:
- http://www.sciencedirect.com/science/journal/03760421 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.paerosci.2022.100869 ↗
- Languages:
- English
- ISSNs:
- 0376-0421
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 6865.902000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 24340.xml