High-speed environment representation scheme for dynamic path planning

被引:31
作者
Lam, SK [1 ]
Srikanthan, T [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Ctr High Performance Embedded Syst, Singapore 639798, Singapore
关键词
environment representation; robot path-planning; visibility graph; VLSI; convex polygons;
D O I
10.1023/A:1013949515552
中图分类号
TP18 [人工智能理论];
学科分类号
081104 [模式识别与智能系统]; 0812 [计算机科学与技术]; 0835 [软件工程]; 1405 [智能科学与技术];
摘要
This paper presents an efficient approach to represent the environment, which can be used to facilitate dynamic path planning in robot navigation systems. The environment is modelled by first defining a 'virtual rectangle' to represent an environment that avoids unwanted obstacles. The obstacles within the environment are then represented as convex polygons to generate the required visibility graph. The devised techniques lend well for hardware porting and thus highly suited to high-speed generation of the visibility graph. It has been demonstrated that efficient dynamic path planning can be realised by generating the 'virtual rectangle' on the fly such that only the environment needed to facilitate onward traversal can be identified. Finally, the proposed algorithms lend well for high-speed computations as they facilitate a high-degree of parallelism at the architecture level.
引用
收藏
页码:307 / 319
页数:13
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