Skip to main content

2023 | OriginalPaper | Buchkapitel

Bio-Inspired UAV Swarm Coordination Control System Architecture Based on UAF Meta-model

verfasst von : Minghao Li, An Zhang, Wenhao Bi, Zeming Mao, Weixiang Wang

Erschienen in: The Proceedings of the 2021 Asia-Pacific International Symposium on Aerospace Technology (APISAT 2021), Volume 2

Verlag: Springer Nature Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The Unmanned Aerial Vehicle (UAV) swarm coordination control system is key to enabling UAVs to accomplish missions collaboratively without conflicts. A series of representative system architectures has been proposed following the top-down decomposition approach, dividing the challenging coordination control problem into several sub-problems. However, these explorations have usually been confined to model details and little has been done in the way of perception of the whole system. To create a unified understanding of the control system, a concept of a bio-inspired UAV swarm coordination control system is proposed in this paper, and the architecture of this system is described based on the domain meta-model (DMM) of the Unified Architecture Framework (UAF). Basic components of this conceptual system are extracted from predefined UAF domains, and customized meta-models of the bio-inspired UAV swarm coordination control system are established at each layer on the basis of general UAF DMM with selected standard UAF viewpoints. Introducing model-based system engineering methodology, the architecture description provides relevant developers with intuitive and coherent system perception. This architecture can also help generate a standard development procedure for the coordination control system and a reference for UAV swarm top-level design.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
2.
Zurück zum Zitat Wu B, Dai J, Lin H (2015) Combined top-down and bottom-up approach to cooperative distributed multi-agent control with connectivity constraints. IFAC-PapersOnLine 48(27):224–229CrossRef Wu B, Dai J, Lin H (2015) Combined top-down and bottom-up approach to cooperative distributed multi-agent control with connectivity constraints. IFAC-PapersOnLine 48(27):224–229CrossRef
3.
Zurück zum Zitat Sudeikat J, Steghöfer JP, Seebach H (2012) On the combination of top-down and bottom-up methodologies for the design of coordination mechanisms in self-organising systems. Inform Software Tech 54(6):593–607CrossRef Sudeikat J, Steghöfer JP, Seebach H (2012) On the combination of top-down and bottom-up methodologies for the design of coordination mechanisms in self-organising systems. Inform Software Tech 54(6):593–607CrossRef
4.
Zurück zum Zitat Gat E (1998) On three-layer architectures. In: Kortenkamp D, Bonnasso RP, Murphy R (eds) Artificial intelligence and mobile robots. AAAI Press, Palo Alto Gat E (1998) On three-layer architectures. In: Kortenkamp D, Bonnasso RP, Murphy R (eds) Artificial intelligence and mobile robots. AAAI Press, Palo Alto
5.
Zurück zum Zitat Boskovic J, Knoebel N, Moshtagh N (2009) Collaborative mission planning & autonomous control technology (CoMPACT) system employing swarms of UAVs, AIAA 2009–5653. In: AIAA guidance, navigation, and control conference, Chicago, IL Boskovic J, Knoebel N, Moshtagh N (2009) Collaborative mission planning & autonomous control technology (CoMPACT) system employing swarms of UAVs, AIAA 2009–5653. In: AIAA guidance, navigation, and control conference, Chicago, IL
6.
Zurück zum Zitat Maza I, Caballero F, Capitán J (2011) Experimental results in multi-UAV coordination for disaster management and civil security applications. J Intell Robot Syst 61(1):563–585CrossRef Maza I, Caballero F, Capitán J (2011) Experimental results in multi-UAV coordination for disaster management and civil security applications. J Intell Robot Syst 61(1):563–585CrossRef
7.
Zurück zum Zitat Sanchez-Lopez JL, Suarez Fernandez RA, Bavle H (2016) AEROSTACK: an architecture and open-source software framework for aerial robotics. In: 2016 International conference on unmanned aircraft systems, Arlington, VA Sanchez-Lopez JL, Suarez Fernandez RA, Bavle H (2016) AEROSTACK: an architecture and open-source software framework for aerial robotics. In: 2016 International conference on unmanned aircraft systems, Arlington, VA
9.
Zurück zum Zitat Hu Z, Liang J, Chen L (2012) A hierarchical architecture for formation control of multi-UAV. Procedia Eng 29:3846–3851CrossRef Hu Z, Liang J, Chen L (2012) A hierarchical architecture for formation control of multi-UAV. Procedia Eng 29:3846–3851CrossRef
10.
Zurück zum Zitat Hoang VT, Phung MD, Dinh TH (2020) System architecture for real-time surface inspection using multiple UAVs. IEEE Syst J 14(2):2925–2936CrossRef Hoang VT, Phung MD, Dinh TH (2020) System architecture for real-time surface inspection using multiple UAVs. IEEE Syst J 14(2):2925–2936CrossRef
11.
Zurück zum Zitat Novitzky M, Pippin C, Collins TR (2012) Bio-inspired multi-robot communication through behavior recognition. In: 2012 IEEE international conference on robotics and biomimetics, Guangzhou, China Novitzky M, Pippin C, Collins TR (2012) Bio-inspired multi-robot communication through behavior recognition. In: 2012 IEEE international conference on robotics and biomimetics, Guangzhou, China
13.
Zurück zum Zitat Ge J, Fan C, Yan C (2019) Multi-UAVs close formation control based on wild geese behavior mechanism. In: 2019 Chinese automation congress, Hangzhou, China Ge J, Fan C, Yan C (2019) Multi-UAVs close formation control based on wild geese behavior mechanism. In: 2019 Chinese automation congress, Hangzhou, China
14.
Zurück zum Zitat Ismail ZH, Hamami MGM (2021) Systematic literature review of swarm robotics strategies applied to target search problem with environment constraints. Appl Sci 11(5):2383CrossRef Ismail ZH, Hamami MGM (2021) Systematic literature review of swarm robotics strategies applied to target search problem with environment constraints. Appl Sci 11(5):2383CrossRef
15.
Zurück zum Zitat Hause M (2020) Integrating security into enterprise architecture with UAF and PLE. Insight 23(3):44–50CrossRef Hause M (2020) Integrating security into enterprise architecture with UAF and PLE. Insight 23(3):44–50CrossRef
16.
Zurück zum Zitat Mažeika D, Butleris R (2020) Integrating security requirements engineering into MBSE: profile and guidelines. Secur Commun Netw 2020:1–12CrossRef Mažeika D, Butleris R (2020) Integrating security requirements engineering into MBSE: profile and guidelines. Secur Commun Netw 2020:1–12CrossRef
17.
Zurück zum Zitat Hause M (2017) Using MBSE to evaluate and protect the electrical grid as a system of systems. In: 27th annual INCOSE international symposium, Adelaide, Australia Hause M (2017) Using MBSE to evaluate and protect the electrical grid as a system of systems. In: 27th annual INCOSE international symposium, Adelaide, Australia
19.
Zurück zum Zitat Morkevicius A, Bankauskaite J, Jankevicius N (2020) Towards standards-based execution of system of systems models. In: 15th international conference of system of systems engineering, Budapest, Hungary Morkevicius A, Bankauskaite J, Jankevicius N (2020) Towards standards-based execution of system of systems models. In: 15th international conference of system of systems engineering, Budapest, Hungary
20.
Zurück zum Zitat Carlson O, Hohenstein S, Bui J (2019) Human factors in the unified architecture framework applied to space situational awareness. In: 2019 IEEE international systems conference, Orlando, FL Carlson O, Hohenstein S, Bui J (2019) Human factors in the unified architecture framework applied to space situational awareness. In: 2019 IEEE international systems conference, Orlando, FL
21.
Zurück zum Zitat Liu J, Guo J (2020) Establishment of efficient support system for joint operations in theater command based on DMM of UAF. Syst Eng Electron 42(6):1324–1331 (in Chinese) Liu J, Guo J (2020) Establishment of efficient support system for joint operations in theater command based on DMM of UAF. Syst Eng Electron 42(6):1324–1331 (in Chinese)
22.
Zurück zum Zitat Dano EB (2019) Resilient system engineering in a multi-UAV System of Systems (SoS). In: 2019 international symposium on systems engineering, Edinburgh, UK Dano EB (2019) Resilient system engineering in a multi-UAV System of Systems (SoS). In: 2019 international symposium on systems engineering, Edinburgh, UK
Metadaten
Titel
Bio-Inspired UAV Swarm Coordination Control System Architecture Based on UAF Meta-model
verfasst von
Minghao Li
An Zhang
Wenhao Bi
Zeming Mao
Weixiang Wang
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-2635-8_63

    Premium Partner