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
Link To Document :
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