Skip to main content

2019 | OriginalPaper | Buchkapitel

Decentralized Autonomous Unmanned Aerial Vehicle Swarm Formation and Flight Control

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

search-config
loading …

Abstract

Unmanned Aerial Vehicles (UAV) have become more popular for usage due to the low cost of deployment and maintenance. Single UAV employment allows remote area monitoring and transferring different payloads to inaccessible or dangerous zones for human. In order to deal with flight tasks that are more complex, UAV swarms are applied. The main challenge of UAV swarm formation and flight control is to avoid vehicle collisions. In this case, artificial intelligence is responsible for flight performance in the airspace in such way that collision is avoided. The main requirements to the method, which will provide conflict-free maneuvers, are safety (collision avoidance), liveness (decentralized control, destination area reachability) and flyability (UAV flight performance constraints are satisfied). Artificial force field method fulfills all of these demands. It allows to detect a potential conflict between multiple UAVs in a swarm and other static or moving obstacles found in airspace, to provide collision resolution by changing UAVs flight parameters through maintaining minimum separation distance, including cases when manned vehicles are found in the same airspace. There can be distinguished by a wide range of obstacles: static (buildings, restricted areas and bed weather conditions) and dynamic ones (other UAVs, manned aircraft). Method allows keeping UAV swarm shape on the flight path, taking into account ground speed and turn bank angle values restrictions according to UAV’s flight performance characteristics.

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Boucher, P.: Domesticating the drone: the demilitarisation of unmanned aircraft for civil markets. Sci. Eng. Ethics 21, 1393–1412 (2015)CrossRef Boucher, P.: Domesticating the drone: the demilitarisation of unmanned aircraft for civil markets. Sci. Eng. Ethics 21, 1393–1412 (2015)CrossRef
2.
Zurück zum Zitat Debajit, D., Kumar, S.: A novel approach towards the designing of an antenna for aircraft collision avoidance system. AEU – Int. J. Electr. Commun. 71, 53–71 (2017)CrossRef Debajit, D., Kumar, S.: A novel approach towards the designing of an antenna for aircraft collision avoidance system. AEU – Int. J. Electr. Commun. 71, 53–71 (2017)CrossRef
3.
Zurück zum Zitat Kuchar, J.K., Yang, L.C.: A review of conflict detection and resolution modeling methods. IEEE Trans. Intell. Transp. Syst. 1(4), 179–189 (2000)CrossRef Kuchar, J.K., Yang, L.C.: A review of conflict detection and resolution modeling methods. IEEE Trans. Intell. Transp. Syst. 1(4), 179–189 (2000)CrossRef
5.
Zurück zum Zitat Geser, A., Muñoz, C.: A geometric approach to strategic conflict detection and resolution. In: Proceedings of the 21st Digital Avionics Systems Conference, vol. 1, pp. 6B1-1–6B1-11 (2002) Geser, A., Muñoz, C.: A geometric approach to strategic conflict detection and resolution. In: Proceedings of the 21st Digital Avionics Systems Conference, vol. 1, pp. 6B1-1–6B1-11 (2002)
6.
Zurück zum Zitat Park, J.-W., Oh, H., Tahk, M.-J.: UAV collision avoidance based on geometric approach. In: Proceedings of the 2008 SICE Annual Conference, 20th-22nd August 2008, Tokyo, pp. 2122–2126 (2008) Park, J.-W., Oh, H., Tahk, M.-J.: UAV collision avoidance based on geometric approach. In: Proceedings of the 2008 SICE Annual Conference, 20th-22nd August 2008, Tokyo, pp. 2122–2126 (2008)
8.
Zurück zum Zitat Borrelli, F., Subramanian, D., Raghunathan, A., Biegler, L.: MILP and NLP techniques for centralized trajectory planning of multiple unmanned air vehicles. In: Proceedings American Control Conference, pp. 5763–5768 (2006) Borrelli, F., Subramanian, D., Raghunathan, A., Biegler, L.: MILP and NLP techniques for centralized trajectory planning of multiple unmanned air vehicles. In: Proceedings American Control Conference, pp. 5763–5768 (2006)
9.
Zurück zum Zitat Chepizhenko, V.I.: Energy-potential method of dynamic objects polyconflicts guaranteed collision resolution. In: Cybernetics and Computer Engineering, no. 168, pp. 80–87 (2012) Chepizhenko, V.I.: Energy-potential method of dynamic objects polyconflicts guaranteed collision resolution. In: Cybernetics and Computer Engineering, no. 168, pp. 80–87 (2012)
10.
Zurück zum Zitat Leonard, N.E., Fiorelli, E.: Virtual leaders, artificial potentials and coordinated control of groups. In: Proceedings of the 40th IEEE Conference on Decision and Control, vol. 3, pp. 2968–2973 (2001) Leonard, N.E., Fiorelli, E.: Virtual leaders, artificial potentials and coordinated control of groups. In: Proceedings of the 40th IEEE Conference on Decision and Control, vol. 3, pp. 2968–2973 (2001)
11.
Zurück zum Zitat Nguyen, B.Q., et al.: Virtual attractive-repulsive potentials for cooperative control of second order dynamic vehicles on the Caltech MVWT. In: Proceedings of the American Control Conference, vol. 2, pp. 1084–1089 (2005) Nguyen, B.Q., et al.: Virtual attractive-repulsive potentials for cooperative control of second order dynamic vehicles on the Caltech MVWT. In: Proceedings of the American Control Conference, vol. 2, pp. 1084–1089 (2005)
13.
Zurück zum Zitat Liu, X., Ge, S.S., Goh, C.H.: Formation potential field for trajectory tracking control of multi-agents in constrained space. Int. J. Control 90, 1–15 (2016)MathSciNet Liu, X., Ge, S.S., Goh, C.H.: Formation potential field for trajectory tracking control of multi-agents in constrained space. Int. J. Control 90, 1–15 (2016)MathSciNet
15.
Zurück zum Zitat Ruibin, X., Gaohua, C.: Formation flight control of multi-UAV system with communication constraints. J. Aerosp. Technol. Manag. 8(2), 203–210 (2016)CrossRef Ruibin, X., Gaohua, C.: Formation flight control of multi-UAV system with communication constraints. J. Aerosp. Technol. Manag. 8(2), 203–210 (2016)CrossRef
16.
Zurück zum Zitat Pavlova, S.V., Pavlov, V.V., Chepizhenko, V.I.: Virtual Einstein force fields in synergy of navigation environment of difficult ergatic systems. In: Proceedings of the National Aviation University, no. 3, pp. 15–27 (2012) Pavlova, S.V., Pavlov, V.V., Chepizhenko, V.I.: Virtual Einstein force fields in synergy of navigation environment of difficult ergatic systems. In: Proceedings of the National Aviation University, no. 3, pp. 15–27 (2012)
17.
Zurück zum Zitat Chepizhenko, V.I.: Synthesis of artificial gravitational fields virtual meters for the polyconflicts resolution in the aeronavigation environment. In: Proceedings of the National Aviation University, no. 2, pp. 60–69 (2012) Chepizhenko, V.I.: Synthesis of artificial gravitational fields virtual meters for the polyconflicts resolution in the aeronavigation environment. In: Proceedings of the National Aviation University, no. 2, pp. 60–69 (2012)
18.
Zurück zum Zitat Vadakkepat, P., Tan, K.C., Ming-Liang, W.: Evolutionary artificial potential fields and their application in real time robot path planning. In: Proceedings of the 2000 Congress on Evolutionary Computation, vol. 1, pp. 256–263 (2000). https://doi.org/10.1109/cec.2000.870304 Vadakkepat, P., Tan, K.C., Ming-Liang, W.: Evolutionary artificial potential fields and their application in real time robot path planning. In: Proceedings of the 2000 Congress on Evolutionary Computation, vol. 1, pp. 256–263 (2000). https://​doi.​org/​10.​1109/​cec.​2000.​870304
Metadaten
Titel
Decentralized Autonomous Unmanned Aerial Vehicle Swarm Formation and Flight Control
verfasst von
Ihor Skyrda
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-13929-2_10