Skip to main content
Top
Published in: KI - Künstliche Intelligenz 2/2011

01-05-2011 | Projekt

Towards Pathplanning for Unmanned Ground Vehicles (UGV) in 3D Plane-Maps of Unstructured Environments

Published in: KI - Künstliche Intelligenz | Issue 2/2011

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Work in progress on efficient long range path-planning for unmanned ground vehicles (UGV) is presented. It builds upon own work on 3D mapping in unstructured environments, which uses large planar patches for representation and registration of range data. The planar patches allow a very fast assessment of drivability as indicated by experiments with several data-sets.

Dont have a licence yet? Then find out more about our products and how to get one now:

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!

KI - Künstliche Intelligenz

The Scientific journal "KI – Künstliche Intelligenz" is the official journal of the division for artificial intelligence within the "Gesellschaft für Informatik e.V." (GI) – the German Informatics Society - with constributions from troughout the field of artificial intelligence.

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!

Show more products
Literature
1.
go back to reference Armbrust C, Braun T, Foehst T, Proetzsch M, Renner A, Schaefer H, Berns K (2009) RAVON—the robust autonomous vehicle for off-road navigation. In: Proceedings of the IARP international workshop on robotics for risky interventions and environmental surveillance (RISE). IARP, Brussels Armbrust C, Braun T, Foehst T, Proetzsch M, Renner A, Schaefer H, Berns K (2009) RAVON—the robust autonomous vehicle for off-road navigation. In: Proceedings of the IARP international workshop on robotics for risky interventions and environmental surveillance (RISE). IARP, Brussels
2.
go back to reference Birk A, Pathak K, Vaskevicius N, Pfingsthorn M, Poppinga J, Schwertfeger S (2010) Surface representations for 3D mapping: a case for a paradigm shift. Künstl Intell 24(3):249–254 CrossRef Birk A, Pathak K, Vaskevicius N, Pfingsthorn M, Poppinga J, Schwertfeger S (2010) Surface representations for 3D mapping: a case for a paradigm shift. Künstl Intell 24(3):249–254 CrossRef
3.
go back to reference Birk A, Vaskevicius N, Pathak K, Schwertfeger S, Poppinga J, Buelow H (2009) 3D perception and modeling: motion level teleoperation and intelligent autonomous functions. IEEE Robot Autom Mag (RAM) (December) Birk A, Vaskevicius N, Pathak K, Schwertfeger S, Poppinga J, Buelow H (2009) 3D perception and modeling: motion level teleoperation and intelligent autonomous functions. IEEE Robot Autom Mag (RAM) (December)
4.
go back to reference Braun T, Schaefer H, Berns K (2009) Topological large-scale off-road navigation and exploration RAVON at the European Land Robot Trial 2008. In: IEEE/RSJ international conference on intelligent robots and systems, IROS 2009, pp 4387–4392 Braun T, Schaefer H, Berns K (2009) Topological large-scale off-road navigation and exploration RAVON at the European Land Robot Trial 2008. In: IEEE/RSJ international conference on intelligent robots and systems, IROS 2009, pp 4387–4392
5.
go back to reference Gennery DB (1999) Traversability analysis and path planning for a planetary rover. Auton Robots 6(2):131–146 CrossRef Gennery DB (1999) Traversability analysis and path planning for a planetary rover. Auton Robots 6(2):131–146 CrossRef
6.
go back to reference von Hundelshausen F, Himmelsbach M, Hecker F, Mueller A, Wuensche HJ (2008) Driving with tentacles: integral structures for sensing and motion. J Field Robot 25(9):640–673 CrossRefMATH von Hundelshausen F, Himmelsbach M, Hecker F, Mueller A, Wuensche HJ (2008) Driving with tentacles: integral structures for sensing and motion. J Field Robot 25(9):640–673 CrossRefMATH
7.
go back to reference Iagnemma K, Buehler M (2006) Special issue on the DARPA grand challenge, Part 1. Journal of Field Robotics 23(8) Iagnemma K, Buehler M (2006) Special issue on the DARPA grand challenge, Part 1. Journal of Field Robotics 23(8)
8.
go back to reference Iagnemma K, Buehler M (2006) Special issue on the DARPA grand challenge, Part 2. Journal of Field Robotics 23(9) Iagnemma K, Buehler M (2006) Special issue on the DARPA grand challenge, Part 2. Journal of Field Robotics 23(9)
9.
go back to reference Kuhnert KD (2008) Software architecture of the Autonomous Mobile Outdoor Robot AMOR. In: Intelligent Vehicles Symposium, 2008 IEEE., pp 889–894 CrossRef Kuhnert KD (2008) Software architecture of the Autonomous Mobile Outdoor Robot AMOR. In: Intelligent Vehicles Symposium, 2008 IEEE., pp 889–894 CrossRef
10.
go back to reference Kweon IS, Kanade T (1990) High resolution terrain map from multiple sensor data. In: International workshop on intelligent robots and systems (IROS), pp 127–134 Kweon IS, Kanade T (1990) High resolution terrain map from multiple sensor data. In: International workshop on intelligent robots and systems (IROS), pp 127–134
11.
go back to reference Lacroix S, Mallet A, Bonnafous D, Bauzil G, Fleury S, Herrb M, Chatila R (2002) Autonomous rover navigation on unknown terrains: functions and integration. Int J Robot Res 21(10–11):917–942 CrossRef Lacroix S, Mallet A, Bonnafous D, Bauzil G, Fleury S, Herrb M, Chatila R (2002) Autonomous rover navigation on unknown terrains: functions and integration. Int J Robot Res 21(10–11):917–942 CrossRef
12.
go back to reference Lindemann R, Bickler D, Harrington B, Ortiz G, Voothees C (2006) Mars exploration rover mobility development. IEEE Robot Autom Mag 13(2):19–26 CrossRef Lindemann R, Bickler D, Harrington B, Ortiz G, Voothees C (2006) Mars exploration rover mobility development. IEEE Robot Autom Mag 13(2):19–26 CrossRef
13.
go back to reference Manz M, von Hundelshausen F, Wuensche HJ (2010) A hybrid estimation approach for autonomous dirt road following using multiple clothoid segments. In: IEEE international conference on robotics and automation, ICRA, pp 2410–2415 CrossRef Manz M, von Hundelshausen F, Wuensche HJ (2010) A hybrid estimation approach for autonomous dirt road following using multiple clothoid segments. In: IEEE international conference on robotics and automation, ICRA, pp 2410–2415 CrossRef
14.
go back to reference Massari M, Ceriani E, Rigolin L, Bernelli-Zazzera F (2005) Optimal path planning for planetary exploration rovers based on artificial vision system for environment reconstruction. In: IEEE/ASME international conference on advanced intelligent mechatronics. Proceedings, pp 987–992 CrossRef Massari M, Ceriani E, Rigolin L, Bernelli-Zazzera F (2005) Optimal path planning for planetary exploration rovers based on artificial vision system for environment reconstruction. In: IEEE/ASME international conference on advanced intelligent mechatronics. Proceedings, pp 987–992 CrossRef
15.
go back to reference Pathak K, Birk A, Vaskevicius N (2010) Plane-based registration of sonar data for underwater 3D mapping. In: International conference on intelligent robots and systems (IROS), Taipeh, Taiwan Pathak K, Birk A, Vaskevicius N (2010) Plane-based registration of sonar data for underwater 3D mapping. In: International conference on intelligent robots and systems (IROS), Taipeh, Taiwan
16.
go back to reference Pathak K, Birk A, Vaskevicius N, Pfingsthorn M, Schwertfeger S, Poppinga J (2010) Online 3D SLAM by registration of large planar surface segments and closed form pose-graph relaxation. J Field Robot 27(1):52–84.Special Issue on 3D Mapping CrossRef Pathak K, Birk A, Vaskevicius N, Pfingsthorn M, Schwertfeger S, Poppinga J (2010) Online 3D SLAM by registration of large planar surface segments and closed form pose-graph relaxation. J Field Robot 27(1):52–84.Special Issue on 3D Mapping CrossRef
17.
go back to reference Pathak K, Birk A, Vaskevicius N, Poppinga J (2010) Fast registration based on noisy planes with unknown correspondences for 3D mapping. IEEE Trans Robot 26(3):424–441 CrossRef Pathak K, Birk A, Vaskevicius N, Poppinga J (2010) Fast registration based on noisy planes with unknown correspondences for 3D mapping. IEEE Trans Robot 26(3):424–441 CrossRef
18.
go back to reference Pathak K, Borrmann D, Elseberg J, Vaskevicius N, Birk A, Nuchter A (2010) Evaluation of the robustness of planar-patches based 3D-registration using marker-based ground-truth in an outdoor urban scenario. In: International conference on intelligent robots and systems (IROS), Taipeh, Taiwan Pathak K, Borrmann D, Elseberg J, Vaskevicius N, Birk A, Nuchter A (2010) Evaluation of the robustness of planar-patches based 3D-registration using marker-based ground-truth in an outdoor urban scenario. In: International conference on intelligent robots and systems (IROS), Taipeh, Taiwan
19.
go back to reference Pathak K, Vaskevicius N, Birk A (2010) Uncertainty analysis for optimum plane extraction from noisy 3D range-sensor point-clouds. Intell Serv Robot 3:37–48 CrossRef Pathak K, Vaskevicius N, Birk A (2010) Uncertainty analysis for optimum plane extraction from noisy 3D range-sensor point-clouds. Intell Serv Robot 3:37–48 CrossRef
20.
21.
go back to reference Vaskevicius N, Birk A, Pathak K, Schwertfeger S, Rathnam R (2010) Efficient representation in 3D environment modeling for planetary robotic exploration. Advanced Robotics 24(8–9) Vaskevicius N, Birk A, Pathak K, Schwertfeger S, Rathnam R (2010) Efficient representation in 3D environment modeling for planetary robotic exploration. Advanced Robotics 24(8–9)
22.
go back to reference Wulf O, Brenneke C, Wagner B (2004) Colored 2D maps for robot navigation with 3D sensor data. In: IEEE/RSJ international conference on intelligent robots and systems (IROS), vol 3, pp 2991–2996, IEEE Press, New York Wulf O, Brenneke C, Wagner B (2004) Colored 2D maps for robot navigation with 3D sensor data. In: IEEE/RSJ international conference on intelligent robots and systems (IROS), vol 3, pp 2991–2996, IEEE Press, New York
Metadata
Title
Towards Pathplanning for Unmanned Ground Vehicles (UGV) in 3D Plane-Maps of Unstructured Environments
Publication date
01-05-2011
Published in
KI - Künstliche Intelligenz / Issue 2/2011
Print ISSN: 0933-1875
Electronic ISSN: 1610-1987
DOI
https://doi.org/10.1007/s13218-011-0098-7

Other articles of this Issue 2/2011

KI - Künstliche Intelligenz 2/2011 Go to the issue

Community

News

Premium Partner