Quality assessment of traversability maps from aerial LIDAR data for an unmanned ground vehicle

作者: N. Vandapel , R.R. Donamukkala , M. Hebert

DOI: 10.1109/IROS.2003.1250645

关键词: Computer scienceMobile robotRobotRemotely operated underwater vehicleData setMotion planningComputer visionUnmanned ground vehicleLidarRemote sensingGeodetic datumRangingArtificial intelligence

摘要: In this paper we address the problem of assessing quantitatively quality traversability maps computed from data collected by an airborne laser range finder. Such is used to plan paths for unmanned ground vehicle (UGV) prior execution long traverses. Little attention has been devoted in paper. We use a unique set geodetic control points, real robot navigation data, LIDAR (light detection and ranging) aerial imagery, during week demonstration support our work.

参考文章(13)
W. Whittaker, D. Apostolopolous, G. R. Simmons, S. Moorehead, Autonomous Navigation Field Results of a Planetary Analog Robot in Antarctica international conference on robotics and automation. ,vol. 440, pp. 237- ,(1999)
E.P Baltsavias, Airborne laser scanning: basic relations and formulas Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 54, pp. 199- 214 ,(1999) , 10.1016/S0924-2716(99)00015-5
E.P. Baltsavias, Airborne laser scanning: existing systems and firms and other resources Isprs Journal of Photogrammetry and Remote Sensing. ,vol. 54, pp. 164- 198 ,(1999) , 10.1016/S0924-2716(99)00016-7
Raymond E. Arvidson, Steven Squyres, Eric Baumgartner, Leonard Dorsky, Paul Schenker, Rover trials for Mars sample return Mission prove successful Eos, Transactions American Geophysical Union. ,vol. 81, pp. 65- 72 ,(2000) , 10.1029/00EO00040
Alain Haït, Thierry Simeon, Michel Taïx, Algorithms for rough terrain trajectory planning Advanced Robotics. ,vol. 16, pp. 673- 699 ,(2002) , 10.1163/15685530260425693
Simon Lacroix, Anthony Mallet, David Bonnafous, Gérard Bauzil, Sara Fleury, Matthieu Herrb, Raja Chatila, Autonomous Rover Navigation on Unknown Terrains The International Journal of Robotics Research. ,vol. 21, pp. 917- 942 ,(2002) , 10.1177/0278364902021010841
Raghavendra Donamukkala, Nicolas Vandapel, Martial Hebert, Experimental Results in Using Aerial LADAR Data for Mobile Robot Navigation field and service robotics. pp. 103- 112 ,(2003)
S. Balakirsky, A. Lacaze, World modeling and behavior generation for autonomous ground vehicle international conference on robotics and automation. ,vol. 2, pp. 1201- 1206 ,(2000) , 10.1109/ROBOT.2000.844762
Scott Fish, UGCV and PerceptOR program overview Unmanned ground vehicle technology V (Orlando FL, 22-23 April 2003). ,vol. 5083, pp. 336- 339 ,(2003) , 10.1117/12.497922