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
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;
Journal_Title :
Robotics, IEEE Transactions on
DOI :
10.1109/TRO.2013.2283928