Title :
Level set and Fat Fast Marching Method for normal and dynamic path planning of pursuit-evasion problem
Author :
Wu, Cheng-Yuan ; Liu, Jing-Sin
Author_Institution :
Inst. of Inf. Sci., Acad. Sinica, Taipei, Taiwan
Abstract :
This paper proposes a modified version of the Fast Marching Method (FMM), called Fat Fast Marching Method (FFMM), which produces a much more accurate path than the path generated by the original FMM with the approximated ODE solution. Given a complicated environment which has a long optimal path and a very large maximum cost value that results in high gradients, FFMM is faster than FMM. Furthermore, the tree structure result, a TP diagram of FFMM with path recovery rules, makes dynamic path planning of pursuit-evasion problems possible. By providing the shortest path produced by the path recovery rules in every time slot and the avoidance of re-planning in most situations, the pursuer now has a greater chance to intercept the evader in real time spectrum.
Keywords :
path planning; ODE solution; dynamic path planning; fat fast marching method; level set method; path recovery rules; pursuit-evasion problems; real time spectrum; shortest path; Adaptation model; Algorithm design and analysis; Equations; Level set; Path planning; Robots; Turning; Fast Marching; Level Set; path planning; pursuit-evasion;
Conference_Titel :
Automation and Logistics (ICAL), 2010 IEEE International Conference on
Conference_Location :
Hong Kong and Macau
Print_ISBN :
978-1-4244-8375-4
Electronic_ISBN :
978-1-4244-8374-7
DOI :
10.1109/ICAL.2010.5585291