Accurate Crop Positioning Based on Attitude Correction of Weeding Robot

被引:0
|
作者
Wang, Tianjian [1 ]
Zhou, Hui [1 ]
Zhou, Jiading [1 ]
Wang, Pengbo [1 ]
Huang, Feng [1 ]
机构
[1] Soochow Univ, Sch Mech & Elect Engn, Jiangsu Prov Key Lab Adv Robot, Suzhou 215123, Peoples R China
来源
INTELLIGENT ROBOTICS AND APPLICATIONS (ICIRA 2022), PT II | 2022年 / 13456卷
关键词
Machine vision; Interplant hoeing; Intelligent weeding robot; ROW; SPEED;
D O I
10.1007/978-3-031-13822-5_44
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In order to obtain accurate hoeing distance and reduce the influence of external factors such as vibration and robot platform tilt, this paper proposes a crop positioning point correction algorithm based on attitude information fusion. The algorithm uses the attitude information to calculate the mapping relationship between the image position under the tilt of the target crop camera and the actual ground position, which corrects the crop positioning point. The experimental results show that compared with the uncorrected positioning point, the average error of visual measurement of hoeing distance is reduced by about 58% and 73%, respectively. This algorithm can effectively improve the measurement accuracy of hoeing distance and reduce the possibility of seedling injury.
引用
收藏
页码:491 / 501
页数:11
相关论文
共 50 条
  • [1] Crop positioning for robotic intra-row weeding based on machine vision
    Li Nan
    Zhang Chunlong
    Chen Ziwen
    Ma Zenghong
    Sun Zhe
    Yuan Ting
    Li Wei
    Zhang Junxiong
    INTERNATIONAL JOURNAL OF AGRICULTURAL AND BIOLOGICAL ENGINEERING, 2015, 8 (06) : 20 - 29
  • [2] Design and experiment on hoe-crop-positioning optimization system for intra-row weeding robot
    College of Engineering, China Agricultural University, Beijing
    100083, China
    Nongye Jixie Xuebao, 9 (62-67): : 62 - 67
  • [3] The Research on Attitude Correction Method of Robot Monocular Vision Positioning System
    Zhang, Feilong
    Zheng, Shuaichao
    He, Yun
    Shao, Xiaodong
    2016 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2016, : 1972 - 1976
  • [4] Positioning correction method for rice transplanters based on the attitude of the implement
    He, Jie
    Luo, Xiwen
    Zhang, Zhigang
    Wang, Pei
    He, Jing
    Yue, Binbin
    Ding, Fan
    Zhu, Qiming
    COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2020, 176
  • [5] A MANIPULATOR ROBOT FOR FAST AND ACCURATE POSITIONING OF THE OBJECT
    Vnykov, A. A.
    Mustary, Shabnom
    THIRD IAA CONFERENCE ON DYNAMICS AND CONTROL OF SPACE SYSTEMS 2017, 2017, 161 : 921 - 940
  • [6] Accurate Attitude Detection of Telescope Azimuth Axis Using Beidou Differential Positioning System and Pointing Error Correction
    He, Shaowei
    Feng, Shaohui
    Geng, Lisi
    Wang, Shutao
    Kong, Deming
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2025, 74
  • [7] Machine vision-based navigation for a weeding robot
    Nanjing Forestry University, Nanjing 210037, China
    Nongye Jixie Xuebao, 2008, 3 (106-108+112):
  • [8] An indoor inertial navigation and positioning algorithm based on accurate heading angle correction
    Deng P.
    Zhu F.
    Zhao R.
    Zhongguo Guanxing Jishu Xuebao/Journal of Chinese Inertial Technology, 2020, 28 (06): : 716 - 722
  • [9] Speed Computation for Industrial Robot Motion by Accurate Positioning
    Matica, Liliana Marilena
    Oros, Horea
    INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2017, 12 (01) : 76 - 89
  • [10] INACCURACIES OF INDUSTRIAL ROBOT POSITIONING AND METHODS OF THEIR CORRECTION
    Maronek, Milan
    Barta, Jozef
    Ertel, Jozef
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2015, 22 (05): : 1207 - 1212