Research and Simulation of an Improved Path Planning Algorithm based on the Intelligent Watering Robot

被引:0
|
作者
Cui, Qingquan [1 ]
Cao, Yu [1 ]
Guo, Xin [2 ]
Wu, Yanlin [1 ]
Yin, Xunhe [3 ]
Xu, Jia [2 ]
机构
[1] Yunnan Land & Resources Vocat Coll, Sch Mech & Elect Engn, Kunming, Yunnan, Peoples R China
[2] Yunnan Land & Resources Vocat Coll, Sci Technol & Social Serv Ctr, Kunming, Yunnan, Peoples R China
[3] Beijing Jiaotong Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
关键词
Watering robot; Fixed path; Automatic path; Optimal path;
D O I
10.1109/CCDC58219.2023.10327466
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Taking the watering problem of multi-potted plants as the research object, the automatic planning path of intelligent watering robot is used to solve the problem of automatic and efficient watering, avoiding the situation of routing and repeated watering of watering pipes. This paper proposes an improved path planning algorithm based on fixed path and automatic path planning to achieve efficient and accurate watering for multiple potted plants, especially for personalized watering of rare potted plants. Through the MATLAB simulation experiment, the effectiveness of the improved path planning algorithm proposed in this paper is verified. Through the analysis in different situations, the algorithm shows better accuracy and rapidity.
引用
收藏
页码:4285 / 4288
页数:4
相关论文
共 50 条
  • [1] Dynamic Path Planning of Intelligent Warehouse Robot Based on Improved A* Algorithm
    Han J.
    Zhao J.
    Li R.
    Computer-Aided Design and Applications, 2024, 21 (S23): : 134 - 143
  • [2] Research on Path Planning of Mobile Robot Based on Improved A* Algorithm
    Yin, Jiaman
    Li, Kairong
    Zhu, Zhipeng
    INTERNATIONAL SYMPOSIUM ON ARTIFICIAL INTELLIGENCE AND ROBOTICS 2020, 2020, 11574
  • [3] Research of mobile robot path planning based on improved A* algorithm
    Xiao Sa
    Wu Huaiyu
    Chen Zhihuan
    2020 CHINESE AUTOMATION CONGRESS (CAC 2020), 2020, : 7619 - 7623
  • [4] Path Planning of Inspection Robot Based on Improved Intelligent Water Drop Algorithm
    Zhang, Xuhui
    Ji, Ying
    Wang, Chunyang
    Lin, Haijun
    Wang, Yueqiang
    IEEE ACCESS, 2023, 11 : 119993 - 120000
  • [5] Intelligent Warehouse Robot Path Planning Based on Improved Ant Colony Algorithm
    Chen, Yun
    Wu, Jinfeng
    He, Chaoshuai
    Zhang, Si
    IEEE ACCESS, 2023, 11 : 12360 - 12367
  • [6] Research on Path Planning of Indoor Inspection Robot Based on Improved A* Algorithm
    Zhang, Weimin
    Xu, Sensheng
    Zhang, Yue
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2024, 60 (20): : 315 - 326
  • [7] Research of path planning for polishing robot based on improved genetic algorithm
    Guo, TY
    Qu, DK
    Dong, ZL
    IEEE ROBIO 2004: PROCEEDINGS OF THE IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, 2004, : 334 - 338
  • [8] Research on path planning of mobile robot based on improved genetic algorithm
    Li, Dongdong
    Wang, Lei
    Cai, Jingcao
    Wang, Anheng
    Tan, Tielong
    Gui, Jingsong
    INTERNATIONAL JOURNAL OF MODELING SIMULATION AND SCIENTIFIC COMPUTING, 2023, 14 (06)
  • [9] Research on Path Planning of Mobile Robot Based on Improved Theta* Algorithm
    Zhang, Yi
    Hu, Yunchuan
    Lu, Jiakai
    Shi, Zhiqiang
    ALGORITHMS, 2022, 15 (12)
  • [10] Research on Path Planning of Mobile Robot Based on Improved ACS Algorithm
    Ma X.
    Mei H.
    Gong R.
    Wang B.
    Wu Z.
    Hunan Daxue Xuebao/Journal of Hunan University Natural Sciences, 2021, 48 (12): : 79 - 88