• DocumentCode
    66100
  • Title

    Real-time Approximation of Clothoids With Bounded Error for Path Planning Applications

  • Author

    Brezak, Misel ; Petrovic, Ivan

  • Author_Institution
    Dept. of Control & Comput. Eng., Univ. of Zagreb, Zagreb, Croatia
  • Volume
    30
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    507
  • Lastpage
    515
  • Abstract
    We present a method for real-time computation of clothoid coordinates that guarantees bounded approximation error over a wide range of clothoid parameters provided that the clothoid´s orientation change and length areReal-time approximation bounded. It is shown that coordinates of clothoid with any parameters can be computed from those of a single clothoid (with fixed parameters), using appropriate geometrical transformations. A comprehensive analysis is given on how to determine a required set of clothoids and, based on this, how to sample a clothoid in a lookup table in order to achieve required approximation precision. The algorithm is computationally very efficient and therefore suitable for real-time path planning, as well as for other applications that benefit from fast clothoid computation.
  • Keywords
    approximation theory; computational complexity; curve fitting; geometry; path planning; precision engineering; table lookup; transforms; approximation precision; bounded approximation error; clothoid orientation change; clothoid parameters; geometrical transformations; lookup table; path planning applications; real-time clothoid approximation; real-time clothoid coordinate computation; Algorithm design and analysis; Approximation algorithms; Approximation error; Interpolation; Path planning; Real-time systems; Clothoid approximation; Fresnel integrals; motion control; path planning;
  • fLanguage
    English
  • Journal_Title
    Robotics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1552-3098
  • Type

    jour

  • DOI
    10.1109/TRO.2013.2283928
  • Filename
    6646277