Sc. Pei et Jh. Horng, FINDING THE OPTIMAL DRIVING PATH OF A CAR USING THE MODIFIED CONSTRAINED DISTANCE TRANSFORMATION, IEEE transactions on robotics and automation, 14(5), 1998, pp. 663-670
We propose an algorithm to solve the path planning problem in an autom
ated vehicle guidance system. Many methods have been proposed to solve
such a problem, but, none of them takes as many practical factors int
o 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 orie
ntation, 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 minim
izes the total driving cost subject to the constraints; 3) provide a s
mooth path.