Application of graph algorithms for optimal path planning of mobile robots
The objective of the research described in this article was to develop a model for planning the optimal traversal route for a wheeled mobile robot based on a Digital Terrain Model (DTM), utilizing graph algorithms.A methodology was developed to transform the DTM into a graph representation, enabling the efficient application of graph algorithms for route determination.Three algorithms were implemented in Python: Prim's algorithm, Dijkstra's algorithm, and the A* algorithm.These algorithms were applied to graph-based terrain analysis, comparing their performance in terms of route feasibility, path length, and computation time.Notably, the A* algorithm yielded the most promising computational efficiency results in the conducted tests.KEYWORDS: mobile
Authors
- Andrzej Jałowiecki (ORCID: https://orcid.org/0000-0003-3858-6716)
- Jakub Gurgul
Publication Details
- Journal
- Mechanik
- Published
- 2025-04-01
- DOI
- https://doi.org/10.17814/mechanik.2025.02.2
- Primary Topic
- Robotic Path Planning Algorithms
- Type
- article
- Field-Weighted Citation Impact
- 0.00