Skip to main content

2014 | OriginalPaper | Buchkapitel

Profiling Underwater Swarm Robotic Shoaling Performance Using Simulation

verfasst von : Mark Read, Christoph Möslinger, Tobias Dipper, Daniela Kengyel, James Hilder, Ronald Thenius, Andy Tyrrell, Jon Timmis, Thomas Schmickl

Erschienen in: Towards Autonomous Robotic Systems

Verlag: Springer Berlin Heidelberg

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

search-config
loading …

Abstract

Underwater exploration is important for mapping out the oceans, environmental monitoring, and search and rescue, yet water represents one of the most challenging of operational environments. The CoCoRo project proposes to address these challenges using cognitive swarm intelligent systems. We present here CoCoRoSim, an underwater swarm robotics simulation used in designing underwater swarm robotic systems. Collective coordination of robots represents principle challenge here, and use simulation in evaluating shoaling algorithm performance given the communication, localization and orientation challenges of underwater environments. We find communication to be essential for well-coordinated shoals, and provided communication is possible, inexact localization does not significantly impact performance. As a proof of concept simulation is employed in evaluating shoaling performance in turbulent waters.

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!

Fußnoten
1
The EC funded CoCoRo Project, GA 270382; http://​cocoro.​uni-graz.​at/​.
 
4
Or less if the patch being updated lies on the environment boundary.
 
Literatur
2.
Zurück zum Zitat Moeslinger, C., Schmickl, T., Crailsheim, K.: A minimalist flocking algorithm for swarm robots. In: Kampis, G., Karsai, I., Szathmáry, E. (eds.) ECAL 2009, Part II. LNCS, vol. 5778, pp. 375–382. Springer, Heidelberg (2011) Moeslinger, C., Schmickl, T., Crailsheim, K.: A minimalist flocking algorithm for swarm robots. In: Kampis, G., Karsai, I., Szathmáry, E. (eds.) ECAL 2009, Part II. LNCS, vol. 5778, pp. 375–382. Springer, Heidelberg (2011)
3.
Zurück zum Zitat Moeslinger, C., Schmickl, T., Crailsheim, K.: Emergent flocking with low-end swarm robots. In: Dorigo, M., et al. (eds.) ANTS 2010. LNCS, vol. 6234, pp. 424–431. Springer, Heidelberg (2010) CrossRef Moeslinger, C., Schmickl, T., Crailsheim, K.: Emergent flocking with low-end swarm robots. In: Dorigo, M., et al. (eds.) ANTS 2010. LNCS, vol. 6234, pp. 424–431. Springer, Heidelberg (2010) CrossRef
4.
Zurück zum Zitat Gerkey, B., Vaughan, R., Howard, A.: The player/stage project: tools for multi-robot and distributed sensor systems. In: Proceedings of the International Conference on Advanced Robotics, pp. 317–323 (2003) Gerkey, B., Vaughan, R., Howard, A.: The player/stage project: tools for multi-robot and distributed sensor systems. In: Proceedings of the International Conference on Advanced Robotics, pp. 317–323 (2003)
5.
Zurück zum Zitat Lau, H., et al.: Adaptive data-driven error detection in swarm robotics with statistical classifiers. Robot. Auton. Syst. 59(12), 1021–1035 (2011)CrossRef Lau, H., et al.: Adaptive data-driven error detection in swarm robotics with statistical classifiers. Robot. Auton. Syst. 59(12), 1021–1035 (2011)CrossRef
6.
Zurück zum Zitat Hugues, L., Bredeche, N.: Simbad: an autonomous robot simulation package for education and research. In: Nolfi, S., Baldassarre, G., Calabretta, R., Hallam, J.C.T., Marocco, D., Meyer, J.-A., Miglino, O., Parisi, D. (eds.) SAB 2006. LNCS (LNAI), vol. 4095, pp. 831–842. Springer, Heidelberg (2006) CrossRef Hugues, L., Bredeche, N.: Simbad: an autonomous robot simulation package for education and research. In: Nolfi, S., Baldassarre, G., Calabretta, R., Hallam, J.C.T., Marocco, D., Meyer, J.-A., Miglino, O., Parisi, D. (eds.) SAB 2006. LNCS (LNAI), vol. 4095, pp. 831–842. Springer, Heidelberg (2006) CrossRef
7.
Zurück zum Zitat Couzin, I., et al.: Collective memory and spatial sorting in animal groups. J. Theor. Biol. 218, 1–11 (2002)CrossRefMathSciNet Couzin, I., et al.: Collective memory and spatial sorting in animal groups. J. Theor. Biol. 218, 1–11 (2002)CrossRefMathSciNet
8.
Zurück zum Zitat Koenig, N., Howard, A.: Design and use paradigms for gazebo, an open-source multi-robot simulator. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 2149–2154 (2004) Koenig, N., Howard, A.: Design and use paradigms for gazebo, an open-source multi-robot simulator. In: IEEE/RSJ International Conference on Intelligent Robots and Systems, pp. 2149–2154 (2004)
9.
Zurück zum Zitat Read, M., et al.: Techniques for grounding agent-based simulations in the real domain: a case study in experimental autoimmune encephalomyelitis. MCMDS 17(4), 296–302 (2011) Read, M., et al.: Techniques for grounding agent-based simulations in the real domain: a case study in experimental autoimmune encephalomyelitis. MCMDS 17(4), 296–302 (2011)
10.
Zurück zum Zitat Reynolds, C.: Flocks, herts and schools: a distributed behavioral model. Comput. Graph. 21(4), 25–34 (1987)CrossRef Reynolds, C.: Flocks, herts and schools: a distributed behavioral model. Comput. Graph. 21(4), 25–34 (1987)CrossRef
11.
Zurück zum Zitat Schmickl, T., et al.: Cocoro - the self-aware underwater swarm. In: Proceedings of the SASO ’11 (2011) Schmickl, T., et al.: Cocoro - the self-aware underwater swarm. In: Proceedings of the SASO ’11 (2011)
12.
Zurück zum Zitat Vargha, A., Delaney, H.D.: A critique and improvement of the CL common language effect size statistics of McGraw and Wong. J. Educ. Behav. Stat. 25(2), 101–132 (2000) Vargha, A., Delaney, H.D.: A critique and improvement of the CL common language effect size statistics of McGraw and Wong. J. Educ. Behav. Stat. 25(2), 101–132 (2000)
13.
Zurück zum Zitat Winkler, L., Wörn, H.: Symbricator3D – a distributed simulation environment for modular robots. In: Xie, M., Xiong, Y., Xiong, C., Liu, H., Hu, Z. (eds.) ICIRA 2009. LNCS, vol. 5928, pp. 1266–1277. Springer, Heidelberg (2009) CrossRef Winkler, L., Wörn, H.: Symbricator3D – a distributed simulation environment for modular robots. In: Xie, M., Xiong, Y., Xiong, C., Liu, H., Hu, Z. (eds.) ICIRA 2009. LNCS, vol. 5928, pp. 1266–1277. Springer, Heidelberg (2009) CrossRef
Metadaten
Titel
Profiling Underwater Swarm Robotic Shoaling Performance Using Simulation
verfasst von
Mark Read
Christoph Möslinger
Tobias Dipper
Daniela Kengyel
James Hilder
Ronald Thenius
Andy Tyrrell
Jon Timmis
Thomas Schmickl
Copyright-Jahr
2014
Verlag
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-662-43645-5_42

Premium Partner