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
相关论文
共 50 条
  • [21] Improved Gauss Pseudospectral Method for UAV Trajectory Planning with Terminal Position Constraints
    Hu, Qingquan
    Liu, Ping
    Yang, Jinfeng
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2023, 19 (05): : 563 - 575
  • [22] Age-Optimal UAV Trajectory Planning for Information Gathering with Energy Constraints
    Zeng, Xiangjin
    Ma, Feipeng
    Chen, Tingwei
    Chen, Xuanzhang
    Wang, Xijun
    2020 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2020, : 881 - 886
  • [23] System of Visual Positioning of a UAV for High Accuracy Autonomous Landing
    I. E. Sevostyanov
    D. V. Devitt
    D. V. Trikhleb
    A. A. Baranova
    Journal of Machinery Manufacture and Reliability, 2022, 51 : 809 - 815
  • [24] Trajectory planning for OTFS-based UAV communications
    Han, Rui
    Ma, Jiahao
    Bai, Lin
    CHINA COMMUNICATIONS, 2023, 20 (01) : 114 - 124
  • [25] Trajectory Planning for OTFS-Based UAV Communications
    Rui Han
    Jiahao Ma
    Lin Bai
    ChinaCommunications, 2023, 20 (01) : 114 - 124
  • [26] UAV trajectory planning based on an improved sparrow optimization algorithm with multi-strategy integration
    Yang, Yu
    He, Qing
    Yang, Liu
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2022, 10
  • [27] Multi-UAV Cooperative Trajectory Planning Based on Many-Objective Evolutionary Algorithm
    Bai H.
    Fan T.
    Niu Y.
    Cui Z.
    Complex System Modeling and Simulation, 2022, 2 (02): : 130 - 141
  • [28] Research on UAV Online Trajectory Planning Algorithm Based on C/FD-GMRES Method
    Fang Bin
    Yang Jiang Yong
    Wang Yan
    Xu Shuo
    INFORMATION TECHNOLOGY AND INTELLIGENT TRANSPORTATION SYSTEMS (ITITS 2017), 2017, 296 : 244 - 254
  • [29] UAV trajectory planning based on APF-RRT* algorithm with goal-biased strategy
    Chen, Xia
    Fan, Jiaming
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 3253 - 3258
  • [30] Research on global trajectory planning for UAV based on the information interaction and aging mechanism Wolfpack algorithm
    Zhang, Jinyu
    Ning, Xin
    Ma, Shichao
    Tang, Rugang
    EXPERT SYSTEMS WITH APPLICATIONS, 2025, 273