학술논문

Generalized Lazy-Theta* for 3D path planning considering non-uniform costs
Document Type
Conference
Source
2022 International Conference on Unmanned Aircraft Systems (ICUAS) Unmanned Aircraft Systems (ICUAS), 2022 International Conference on. :664-669 Jun, 2022
Subject
Aerospace
Robotics and Control Systems
Transportation
Costs
Three-dimensional displays
Path planning
Safety
Aircraft
Language
ISSN
2575-7296
Abstract
This paper presents a 3D safe path planning solution for UAS in cluttered environments. 3D any-angle path planning algorithms are used by including non-uniform costs related to distance to the closest obstacles. Both Theta* and Lazy Theta* algorithms are extended toward non-uniform costs by fostering safety and smoothness. Our generalized algorithms consider the cost of all the nodes along the line of sight between an initial and final node. Tests in a realistic environment are performed to evaluate the generalized Theta* and Lazy Theta* algorithms with respect to A* algorithm considering the nonuniform costs. The results show advantages of the generalized Lazy Theta* algorithm related to safety, length and smoothness of path.