Skip to main content

2019 | OriginalPaper | Buchkapitel

Practical Obstacle Avoidance Path Planning for Agriculture UAVs

verfasst von : Kaipeng Wang, Zhijun Meng, Lifeng Wang, Zhenping Wu, Zhe Wu

Erschienen in: Advances and Trends in Artificial Intelligence. From Theory to Practice

Verlag: Springer International Publishing

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

search-config
loading …

Abstract

This research deals with the coverage path problem (CPP) in a given area with several known obstacles for agriculture Unmanned Aerial Vehicles (UAVs). The work takes the geometry characteristics of the field and obstacles into consideration. A practical method of the coverage path planning process is established. An obstacle avoidance path planning is used to find a coverage path for agriculture UAVs. The method has been tested with an Android application and is already applied in reality. The results turn out that the method is complete for this kind of coverage path planning problem.

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 Zelinsky, A., Jarvis, R.-A., Byrne, J.-C., Yutta, S.: Planning paths of complete coverage of an unstructured environment by a mobile robot. In: 2006 Proceedings of the International Conference on Advanced Robotics, Tokyo, Japan, pp. 533–538 (1993) Zelinsky, A., Jarvis, R.-A., Byrne, J.-C., Yutta, S.: Planning paths of complete coverage of an unstructured environment by a mobile robot. In: 2006 Proceedings of the International Conference on Advanced Robotics, Tokyo, Japan, pp. 533–538 (1993)
2.
Zurück zum Zitat De Carvalho, R.-N., Vidal, H.-A., Vieira, P., Ribeiro, M.-I.: Complete coverage path planning and guidance for cleaning robots. In: Proceedings of the 1997 IEEE International Symposium on Industrial Electronics, Guimaraes, Portugal, pp. 677–682 (1997) De Carvalho, R.-N., Vidal, H.-A., Vieira, P., Ribeiro, M.-I.: Complete coverage path planning and guidance for cleaning robots. In: Proceedings of the 1997 IEEE International Symposium on Industrial Electronics, Guimaraes, Portugal, pp. 677–682 (1997)
3.
Zurück zum Zitat Li, Y., Chen, H., Joo Er, M., Wang, X.: Coverage path planning for UAVs based on enhanced exact cellular decomposition method. Mechatronics 21(5), 876–885 (2011)CrossRef Li, Y., Chen, H., Joo Er, M., Wang, X.: Coverage path planning for UAVs based on enhanced exact cellular decomposition method. Mechatronics 21(5), 876–885 (2011)CrossRef
4.
Zurück zum Zitat Barrientos, A., et al.: Aerial remote sensing in agriculture: A practical approach to area coverage and path planning for fleets of mini aerial robots. J. Field Robot 28(5), 667–689 (2011)CrossRef Barrientos, A., et al.: Aerial remote sensing in agriculture: A practical approach to area coverage and path planning for fleets of mini aerial robots. J. Field Robot 28(5), 667–689 (2011)CrossRef
5.
Zurück zum Zitat Torres, M., Pelta, D.-A., Verdegay, J.-L., Torres, J.-C.: Coverage path planning with unmanned aerial vehicles for 3D terrain reconstruction. Expert Syst. Appl. 55, 441–451 (2016)CrossRef Torres, M., Pelta, D.-A., Verdegay, J.-L., Torres, J.-C.: Coverage path planning with unmanned aerial vehicles for 3D terrain reconstruction. Expert Syst. Appl. 55, 441–451 (2016)CrossRef
6.
Zurück zum Zitat Li, D., Wang, X., Sun, T.: Energy-optimal coverage path planning on topographic map for environment survey with unmanned aerial vehicles. Electron. Lett. 52(9), 699–701 (2016)CrossRef Li, D., Wang, X., Sun, T.: Energy-optimal coverage path planning on topographic map for environment survey with unmanned aerial vehicles. Electron. Lett. 52(9), 699–701 (2016)CrossRef
7.
Zurück zum Zitat Easton, K., Burdick, J.: A coverage algorithm for multi-robot boundary inspection. In: 2005 Proceedings of the IEEE International Conference on Robotics and Automation, Barcelona, Spain, pp. 727–734 (2005) Easton, K., Burdick, J.: A coverage algorithm for multi-robot boundary inspection. In: 2005 Proceedings of the IEEE International Conference on Robotics and Automation, Barcelona, Spain, pp. 727–734 (2005)
8.
Zurück zum Zitat Galceran, E., Carreras, M.: A survey on coverage path planning for robotics. Robot. Auton. Syst. 61(12), 1258–1276 (2013)CrossRef Galceran, E., Carreras, M.: A survey on coverage path planning for robotics. Robot. Auton. Syst. 61(12), 1258–1276 (2013)CrossRef
Metadaten
Titel
Practical Obstacle Avoidance Path Planning for Agriculture UAVs
verfasst von
Kaipeng Wang
Zhijun Meng
Lifeng Wang
Zhenping Wu
Zhe Wu
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-22999-3_18

Premium Partner