Trajectory Planning Algorithm of UAV Based on System Positioning Accuracy Constraints

被引:31
作者
Zhou, Hao [1 ,4 ]
Xiong, Hai-Ling [1 ,2 ]
Liu, Yun [3 ]
Tan, Nong-Die [1 ]
Chen, Lei [1 ]
机构
[1] Southwest Univ, Coll Comp & Informat Sci, Chongqing 400715, Peoples R China
[2] Southwest Univ, Business Coll, Chongqing 402460, Peoples R China
[3] Southwest Univ, Coll Artificial Intelligence, Chongqing 400715, Peoples R China
[4] Chizhou Univ, Coll Big Data & Artificial Intelligence, Chizhou 247000, Peoples R China
关键词
unmanned aerial vehicle; UAV; trajectory planning; GA; A*; multiple constraints; NAVIGATION; AVOIDANCE;
D O I
10.3390/electronics9020250
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper describes a novel trajectory planning algorithm for an unmanned aerial vehicle (UAV) under the constraints of system positioning accuracy. Due to the limitation of the system structure, a UAV cannot accurately locate itself. Once the positioning error accumulates to a certain degree, the mission may fail. This method focuses on correcting the error during the flight process of a UAV. The improved genetic algorithm (GA) and A* algorithm are used in trajectory planning to ensure the UAV has the shortest trajectory length from the starting point to the ending point under multiple constraints and the least number of error corrections.
引用
收藏
页数:21
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