• DocumentCode
    1433293
  • Title

    Finding the optimal driving path of a car using the modified constrained distance transformation

  • Author

    Pei, Soo-Chang ; Horng, Ji-Hwei

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • Volume
    14
  • Issue
    5
  • fYear
    1998
  • fDate
    10/1/1998 12:00:00 AM
  • Firstpage
    663
  • Lastpage
    670
  • Abstract
    We propose an algorithm to solve the path planning problem in an automated vehicle guidance system. Many methods have been proposed to solve such a problem, but, none of them takes as many practical factors into consideration. Although the literature dealt with one or more of the above factors separately, none had included them in a single research. We have included the following factors into our model: size and orientation, intended directions, driving costs, and obstacles. A powerful but simple algorithm based on the constrained distance transformation is shown to: (1) determine the feasibility given the start and finish positions; (2) find the optimal collision-free driving path which minimizes the total driving cost subject to the constraints; (3) provide a smooth path
  • Keywords
    computational complexity; computer vision; mathematical morphology; mobile robots; motion control; optimisation; path planning; road vehicles; automated vehicle guidance system; driving costs; intended directions; modified constrained distance transformation; obstacles; optimal collision-free driving path; optimal driving path; orientation; path planning problem; smooth path; Acceleration; Cost function; Heuristic algorithms; Morphology; Navigation; Path planning; Robots; Shape; Vehicle driving; Wheels;
  • fLanguage
    English
  • Journal_Title
    Robotics and Automation, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1042-296X
  • Type

    jour

  • DOI
    10.1109/70.720343
  • Filename
    720343