A New Roadside Detection Method Based on Obstacle Detection

被引:0
作者
Yu, Chunhe [1 ]
Zhang, Danping [1 ]
Guo, Rui [1 ]
机构
[1] Shenyang Aerosp Univ, Dept Elect & Informat Engn, Shenyang 110034, Peoples R China
来源
MANUFACTURING SYSTEMS ENGINEERING | 2012年 / 429卷
关键词
Laser radar; roadside detection; obstacle detection;
D O I
10.4028/www.scientific.net/AMR.429.324
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to provide road information for outdoor mobile robot in a complicated environment, a new roadside detection method is proposed based on obstacle detection by applying a four-layer laser radar LD_ML. Because roadside obstacles distribute alone a road, theirs fitting straight lines are parallel to the road. The roadsides detection algorithm includes four steps: first, judge if there are obstacles along roadside or not; second, extract obstacles which belong to roadsides; third, build fitting straight lines through the roadside obstacles; at last, in order to obtain steady and precise roadsides, a EKF method is performed to track the roadsides. The results of experiment have testified the road roadsides detection algorithm has high stability and reliability.
引用
收藏
页码:324 / 328
页数:5
相关论文
共 7 条
  • [1] [Anonymous], 2006, Proceedings of the IEEE Intelligent Transportation Systems Conference
  • [2] [Anonymous], IEEE INT VEH S
  • [3] Broggi A., 2005, IEEE INT WORKSH MACH, P2
  • [4] Reverse optical flow for self-supervised adaptive autonomous robot navigation
    Lookingbill, A.
    Rogers, J.
    Lieb, D.
    Curry, J.
    Thrun, S.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2007, 74 (03) : 287 - 302
  • [5] Video-based lane estimation and tracking for driver assistance: Survey, system, and evaluation
    McCall, JC
    Trivedi, MM
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2006, 7 (01) : 20 - 37
  • [6] A derivative-free implementation of the extended Kalman filter
    Quine, Brendan M.
    [J]. AUTOMATICA, 2006, 42 (11) : 1927 - 1934
  • [7] High-integrity IMM-EKF-based road vehicle navigation with low-cost GPS/SBAS/INS
    Toledo-Moreo, Rafael
    Zamora-Izquierdo, Miguel A.
    Ubeda-Minarro, Benito
    Gomez-Skarmeta, Antonio F.
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2007, 8 (03) : 491 - 511