Clearance-Based Performance-Efficient Path Planning Using Generalized Voronoi Diagram
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초록

The Voronoi diagram is one of the most well-known methods in clearance-based pathfinding. The generalized Voronoi diagram, which is derived from the Voronoi diagram, accepts a polygon as input. This study proposes a method for generating and simplifying a generalized Voronoi diagram. A generalized Voronoi diagram is generated by creating a Voronoi diagram with points representing polygons. The Douglas-Peucker line simplification algorithm is used to simplify the diagram, and the A-star algorithm is used to determine the optimal path. By comparing the simplified and non-simplified versions, we determine that the simplifying process decreases the run time while preserving most of the clearance; however, the distance inefficiency of the Voronoi diagram is not overcome. Additional research is required to determine a more distance-efficient path. © The Korean Institute of Intelligent Systems

키워드

A-star algorithmDP algorithmGeneralized Voronoi diagramPath finding
제목
Clearance-Based Performance-Efficient Path Planning Using Generalized Voronoi Diagram
저자
Lee, JunTakKang, Tae-WonChoi, Yong-SikJung, Jin-Woo
DOI
10.5391/IJFIS.2023.23.3.259
발행일
2023-09
유형
Article
저널명
International Journal of Fuzzy Logic and Intelligent systems
23
3
페이지
259 ~ 269