Abstract:
This work considers the whole process of making a path finding simulator for Pioneer 3DX mobile robot. This simulator needs to be provided implementation of various optim...Show MoreMetadata
Abstract:
This work considers the whole process of making a path finding simulator for Pioneer 3DX mobile robot. This simulator needs to be provided implementation of various optimal path finding algorithms and make their comparisons. For this purpose a software solution (GUI in Matlab) has been designed and tested. The simulator allows selecting mazes, different starting and finishing nodes and algorithms. Five different algorithms were used to determine the shortest path between nodes for a mobile robot within various mazes: Breadth-first search, Depth-first search, Bellman-Ford algorithm, Dijkstra's algorithm and A* algorithm. The main objective of this paper was to obtain fully and precise information on routing and finding the shortest path between two nodes within a maze for the mobile robot. Validity and effectiveness of the used algorithms were verified through both simulations and experiments.
Published in: 2011 XXIII International Symposium on Information, Communication and Automation Technologies
Date of Conference: 27-29 October 2011
Date Added to IEEE Xplore: 15 December 2011
ISBN Information:
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- IEEE Keywords
- Index Terms
- Pathfinding ,
- Mobile Robot ,
- Robot Navigation ,
- Shortest Path ,
- Graphical User Interface ,
- Optimal Path ,
- Depth-first ,
- Dijkstra’s Algorithm ,
- Breadth-first Search ,
- Search Algorithm ,
- Exhaustive Search ,
- Nodes In The Graph ,
- Heuristic Algorithm ,
- Path Planning ,
- Negative Weights ,
- Robot Movement ,
- Cost Path ,
- Graph Algorithms ,
- Shortest Path Problem ,
- Pseudocode Of Algorithm
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Pathfinding ,
- Mobile Robot ,
- Robot Navigation ,
- Shortest Path ,
- Graphical User Interface ,
- Optimal Path ,
- Depth-first ,
- Dijkstra’s Algorithm ,
- Breadth-first Search ,
- Search Algorithm ,
- Exhaustive Search ,
- Nodes In The Graph ,
- Heuristic Algorithm ,
- Path Planning ,
- Negative Weights ,
- Robot Movement ,
- Cost Path ,
- Graph Algorithms ,
- Shortest Path Problem ,
- Pseudocode Of Algorithm
- Author Keywords