Potential-based modeling of 2-D regions using nonuniform source distributions
Jen‐Hui Chuang, Chi-Hao Tsai, Wei-Hsin Tsai, Chuei-Yaw Yang · IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans · 2000
One of the existing approaches to path planning problems uses a potential function to represent the topological structure of the free space. Newtonian potential was used in Chuang and Ahuja (1998) to represent object and obstacles in the two-dimensional (2-D) workspace wherein their boundaries are assumed to be uniformly charged. In this paper, more general, nonuniform distributions are considered. It is shown that for linear or quadratic source distributions, the repulsion between two polygonal objects can be evaluated analytically. Simulation results show that by properly adjusting the charge distribution along obstacle/object boundaries, path planning results ran be improved in terms of collision avoidance, path length, etc.