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UAV Path Planning Based on Improved Artificial Potential Field Method

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成果类型:
期刊论文
作者:
Hao, Guoqiang;Lv, Qiang;Huang, Zhen;Zhao, Huanlong;Chen, Wei
通讯作者:
Lv, Q
作者机构:
[Chen, Wei; Zhao, Huanlong; Hao, Guoqiang; Lv, Qiang; Huang, Zhen] Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan 430048, Peoples R China.
通讯机构:
[Lv, Q ] W
Wuhan Polytech Univ, Sch Elect & Elect Engn, Wuhan 430048, Peoples R China.
语种:
英文
关键词:
UAV;artificial potential field method;virtual target points;adaptive step size;path planning
期刊:
Aerospace
ISSN:
2226-4310
年:
2023
卷:
10
期:
6
页码:
562-
基金类别:
Conceptualization, G.H., Q.L. and Z.H.; methodology, G.H. and Q.L.; software, G.H.; validation, G.H., Q.L., H.Z. and W.C.; formal analysis, G.H. and H.Z.; investigation, G.H., Q.L., Z.H. and W.C; resources, G.H., Q.L., Z.H., H.Z. and W.C.; data curation, G.H. and Q.L.; funding acquisition, Z.H. All authors contributed equally to this work. All authors have read and agreed to the published version of the manuscript. The National Natural Science Foundation of China (Grant No. 61873101), the PetroChina Innovation Foundation (Grant No. 2020D-5007-0305), and the Marine Defense Technology Innovation Center Innovation Fund (Grant No. JJ-2020-719-03-02) supported this study.
机构署名:
本校为第一且通讯机构
院系归属:
电气与电子工程学院
摘要:
The obstacle avoidance system of a drone affects the quality of its flight path. The artificial potential field method can react quickly when facing obstacles; however, the traditional artificial potential field method lacks consideration of the position information between drones and obstacles during flight, issues including local minima, unreachable targets, and unreasonable obstacle avoidance techniques that lengthen flight times and consume more energy get encountered. Therefore, an improved artificial potential field method is proposed. First, a collision risk assessment mechanism was int...

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