A 3D laser scanner system for autonomous vehicle navigation

作者: Hartmut Surmann , David Droeschel , Francesco Maurelli , Stefan May , Thomas Wisspeintner

DOI:

关键词:

摘要: Road segmentation, obstacle detection, situation awareness constitute fundamental tasks for autonomous vehicles in urban environments. This paper describes an end-to-end system capable of generating high-quality 3D point clouds from one or two the popular LMS200 laser on a continuously moving vehicle.

参考文章(10)
Ulrich Lages, Kay Ch. Fuerstenberg, Klaus C. J. Dietmayer, Laserscanner Innovations for Detection of Obstacles and Road 7th International Conference on Advanced Microsystems for Automotive Applications. pp. 223- 247 ,(2003) , 10.1007/978-3-540-76988-0_19
E D Dickmanns, A Zapp, AUTONOMOUS HIGH SPEED ROAD VEHICLE GUIDANCE BY COMPUTER VISION International Federation of Automatic Control. World Congress (10th). Automatic control : world congress.. ,vol. 1, ,(1988)
V Willhoeft, QUASI-3D SCANNING WITH LASERSCANNERS 8th World Congress on Intelligent Transport SystemsITS America, ITS Australia, ERTICO (Intelligent Transport Systems and Services - Europe). ,(2001)
E.D. Dickmanns, R. Behringer, D. Dickmanns, T. Hildebrandt, M. Maurer, F. Thomanek, J. Schiehlen, The seeing passenger car 'VaMoRs-P' intelligent vehicles symposium. pp. 68- 73 ,(1994) , 10.1109/IVS.1994.639472
Dean Pomerleau, Rapidly Adapting Artificial Neural Networks for Autonomous Navigation neural information processing systems. ,vol. 3, pp. 429- 435 ,(1990)
Lei Wang, J. Shu, T. Emura, M. Kumagai, A 3D scanning laser rangefinder and its application to an autonomous guided vehicle vehicular technology conference. ,vol. 1, pp. 331- 335 ,(2000) , 10.1109/VETECS.2000.851473
S. Thrun, W. Burgard, D. Fox, A real-time algorithm for mobile robot mapping with applications to multi-robot and 3D mapping international conference on robotics and automation. ,vol. 1, pp. 321- 328 ,(2000) , 10.1109/ROBOT.2000.844077
Hartmut Surmann, Kai Lingemann, Andreas Nüchter, Joachim Hertzberg, A 3D laser range finder for autonomous mobile robots ,(2001)
Thrun Sebastian, Montemerlo Mike, Dahlkamp Hendrik, Stavens David, Aron Andrei, Diebel James, Fong Philip, Gale John, Halpenny Morgan, Hoffmann Gabriel, L Kenny, O Celia, P Mark, P Vaughan, S Pascal, S Sven, D Cedric, J Lars-Erik, K Christian, M Charles, Joe van N Carlo Rl, J Eric, A Philippe, B Gary, D Bob, E Scott, K Adrian, N Ara, M Pamela, None, Stanley: The Robot that Won the DARPA Grand Challenge Journal of Field Robotics. ,vol. 23, pp. 661- 692 ,(2006) , 10.1002/ROB.20147
E.D. Dickmanns, A. Zapp, Autonomous High Speed Road Vehicle Guidance by Computer Vision 1 IFAC Proceedings Volumes. ,vol. 20, pp. 221- 226 ,(1987) , 10.1016/S1474-6670(17)55320-3