Chrome Extension
WeChat Mini Program
Use on ChatGLM

An Improved Apf-Based Path Planning Algorithm For A Quadrotor Intercepting Autonomous Ground Robots

PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC)(2019)

Cited 4|Views19
No score
Abstract
In this paper, a path planning problem is investigated for a quadrotor which is required to intercept a group of target robots in an environment with moving obstacle robots. First of all, the kinematics model of the quadrotor, target robot and obstacle robot are established and the path planning problem is formulated. Then, an IMM-based estimation is given to provide the precise velocity of the target robot to be used in path planning algorithm, which performs a periodic movement with a rough period. Then, an improved Artificial Potential Field(APE)-based path planning method is proposed in which the suffer of the local minima can be avoided. Finally, simulation experimenal results show the effectiveness of the proposed algorithm.
More
Translated text
Key words
Artificial Potential Filed(APD), Quadrotor, Path Planning
AI Read Science
Must-Reading Tree
Example
Generate MRT to find the research sequence of this paper
Chat Paper
Summary is being generated by the instructions you defined