Research on Laser Navigation AGV Positioning Technology Based on Dynamic Matching

被引:1
|
作者
Liang, Zhao [1 ]
Chen Junwei [1 ]
Zhi, Liang [1 ]
机构
[1] Zhejiang Univ, Sch Mech Engn, Hangzhou, Peoples R China
关键词
component; laser navigation and positioning; dynamic matching algorithm; improved Taylor series iterative positioning algorithm;
D O I
10.1109/WCMEIM52463.2020.00016
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In order to solve the problem of "false matching" or "mismatch" in the positioning process of laser navigation AGV(Automated Guided Vehicle) and the dependence of traditional positioning algorithms on the number of reflectors, a dynamic matching algorithm based on the initial positioning value is first proposed, which can reduce the calculation time and the occurrence of false matches or mismatches, and then an improved positioning algorithm based on Taylor series iteration is proposed. The improved algorithm can realize the accurate positioning of the AGV when the number of matching reflectors is not less than two. Through the collection and analysis of positioning data, the feasibility of the algorithm and the reliability of navigation and positioning are verified.
引用
收藏
页码:44 / 49
页数:6
相关论文
共 50 条
  • [1] Research on the Detection Technology Based on INSGNSS for the Dynamic Positioning Performance of Satellite Navigation Terminals
    Zhao, Pengfei
    Pan, Shuguo
    Ye, Fei
    Lin, Xueyong
    Zhang, Jie
    Cao, Xiang
    CHINA SATELLITE NAVIGATION CONFERENCE (CSNC) 2018 PROCEEDINGS, VOL III, 2018, 499 : 221 - 229
  • [2] Research on AGV Positioning and Path Planning Technology Based on Ultra WideBand
    Hu, Xiaohao
    Luo, Zai
    Liu, Qi
    Jiang, Wensong
    NINTH INTERNATIONAL SYMPOSIUM ON PRECISION MECHANICAL MEASUREMENTS, 2019, 11343
  • [3] Research on precise positioning technology by multi-window and real-time measurement for visual navigation AGV
    College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing
    210016, China
    不详
    210016, China
    Yi Qi Yi Biao Xue Bao, 6 (1356-1363): : 1356 - 1363
  • [4] Indoor dynamic positioning system based on strapdown inertial navigation technology
    Xing Yadong
    Wu Hong
    2011 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTOELECTRONIC MEASUREMENT TECHNOLOGY AND SYSTEMS, 2011, 8201
  • [5] RESEARCH ON ROBOT NAVIGATION TECHNOLOGY BASED ON LASER SLAM
    Hu, Xiaoyang
    Liu, Sairu
    Zhao, Jie
    INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION, 2024, 39 (02): : 127 - 136
  • [6] Design of AGV Positioning Navigation Control System Based on Vision and RFID
    Liu, Jianze
    Wang, Yan
    Sheng, Jun
    Zhang, Yangcheng
    Qi, Jialin
    Yu, LongQi
    ADVANCES IN HARMONY SEARCH, SOFT COMPUTING AND APPLICATIONS, 2020, 1063 : 16 - 24
  • [7] The Research of AGV Guidance Systems Based on RFID Positioning
    Zeng, Shixian
    Xue, Rui
    Wang, Yang
    Tian, Dengwei
    PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (ICCSE 2016), 2016, 68 : 99 - 104
  • [8] Research on RFID and Vision-based AGV Navigation
    Man, Z. G.
    Ye, W. H.
    Zhao, P.
    Lou, P. H.
    Wu, T. J.
    FRONTIER IN FUNCTIONAL MANUFACTURING TECHNOLOGIES, 2010, 136 : 298 - 302
  • [9] Research on precise positioning technology based on laser active reconnaissance
    Guo Meng
    Jiang Yutong
    Sun Ming-jiao
    Zhao Chen-xiao
    Wan Shuang
    Song Haiping
    AOPC 2020: OPTICAL SENSING AND IMAGING TECHNOLOGY, 2020, 11567
  • [10] Research on a hybrid map matching algorithm for Global Navigation Satellite System based train positioning
    Liu, J.
    Cai, B.
    Tang, T.
    Wang, J.
    Wei ShangGuan
    COMPUTERS IN RAILWAYS XII: COMPUTER SYSTEM DESIGN AND OPERATION IN RAILWAYS AND OTHER TRANSIT SYSTEMS, 2010, 114 : 59 - +