학술논문

Obstacle Avoidance Algorithm of Handling Robot in Cultural Complex
Document Type
Conference
Source
2022 International Conference on Culture-Oriented Science and Technology (CoST) COST Culture-Oriented Science and Technology (CoST), 2022 International Conference on. :174-179 Aug, 2022
Subject
Computing and Processing
Costs
Heuristic algorithms
Roads
Switches
Path planning
Classification algorithms
Cultural differences
cultural complex
handling robot
hybrid path planning
Moth-Flame optimization
Dynamic Window Approach
Obstacle Avoidance Algorithm
Language
Abstract
In order to solve the problem of rapid switching of space equipment in the cultural complex, this paper combines Moth-Flame optimization Algorithm (MFO) and Dynamic Window Approach (DWA) to realize the hybrid path planning of handling robots in dynamic environments. Compared with the mainstream algorithms, the Moth-Flame optimization algorithm has the best performance. Different paths were classified and judged, and the global path planning based on MFO was proposed. The intersection of the dynamic obstacle and the global path were detected, and the dynamic window approach was used for local path planning in the road section where the collision occurs. Finally the combination of the global path planning and the local dynamic obstacle avoidance was realized. The effect of the hybrid path planning algorithm in the complex environment of the cultural complex had been verified.