Research on high-precision tracking and localization of industrial robots based on iGPS

被引:4
|
作者
Han, Rui [1 ,2 ,3 ]
Dunker, Thomas [1 ]
Trostmann, Erik [1 ]
Xu, Zhigang [2 ,3 ]
机构
[1] Fraunhofer Inst Factory Operat & Automat, D-39106 Magdeburg, Germany
[2] Chinese Acad Sci, Shenyang Inst Automat, Shenyang 110016, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
关键词
indoor global positioning system (iGPS); industrial robot; dynamic measurement; highly accurate positioning;
D O I
10.1088/1361-6501/ad2f08
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
High-precision tracking and localization of the end of industrial robots is one of the most important technologies to realize high efficiency, high precision, and high safety of robots. Indoor global positioning system (iGPS), as a widely used indoor measurement system, has many advantages that cannot be replaced by other measurement devices, such as high scalability, simultaneous measurement of multiple targets, etc. However, due to the unique measurement principle of iGPS, it does not have good dynamic measurement performance. In order to enhance the dynamic measurement performance of iGPS and maximize its advantages, this paper proposes a correction algorithm that can effectively improve the dynamic measurement accuracy of iGPS based on the ideas of 'transforming motion into static' and 'equivalent substitution' after in-depth research on the measurement principle of iGPS. To verify the correctness of the mathematical principle of the algorithm and the value of engineering application, this paper has carried out a MATLAB simulation test and real measurement test. The experimental results show that the proposed correction algorithm can effectively improve the dynamic measurement accuracy of iGPS, and the correction algorithm can reduce the global error of the measurement results to within 0.1 mm in any robot trajectory and reasonable speed range, which is in line with the general requirements of industrial measurement.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] INVERSE DYNAMICS AND FEEDFORWARD CONTROLLERS FOR HIGH-PRECISION POSITION FORCE TRACKING OF FLEXIBLE-JOINT ROBOTS
    JANKOWSKI, KP
    ELMARAGHY, HA
    ROBOTICA, 1994, 12 : 227 - 241
  • [42] High-Precision Trajectory Tracking Control of Cable-Driven Parallel Robots Using Robust Synchronization
    Xie, Fei
    Shang, Weiwei
    Zhang, Bin
    Cong, Shuang
    Li, Zhijun
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (04) : 2488 - 2499
  • [43] Research on High-precision Frequency Transfer Based on Space Laser
    Zhang, Lei
    Liang, Xiaodong
    Wang, Dongjie
    Li, Shaobo
    Lv, MingYang
    2022 ASIA COMMUNICATIONS AND PHOTONICS CONFERENCE, ACP, 2022, : 851 - 854
  • [44] HIGH-PRECISION MICROCOMPUTER BASED MEASURING SYSTEM FOR ECOLOGICAL RESEARCH
    ROFF, JC
    HOPCROFT, RR
    CANADIAN JOURNAL OF FISHERIES AND AQUATIC SCIENCES, 1986, 43 (10) : 2044 - 2048
  • [45] High-precision and robust localization system for mobile robots in complex and large-scale indoor scenes
    Wang, Jibo
    Li, Chengpeng
    Li, Bangyu
    Pang, Chenglin
    Fang, Zheng
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2021, 18 (05)
  • [46] High-precision visual localization based on an improved shape-based matching algorithm
    Hu, Shanshan
    Li, Dan
    Hong, Mingfeng
    Wang, Bing
    Xu, Xiangrong
    APPLIED OPTICS, 2021, 60 (05) : 1294 - 1303
  • [47] HIGH-PRECISION TRACKING CONTROL OF MACHINE TOOL FEED DRIVES BASED ON ADRC
    Zhang, Chengyong
    Chen, Yaolong
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 4A, 2017,
  • [48] Model-based Control of the Hydraulic Manipulator for the High-precision Trajectory Tracking
    Ding R.
    Wang Z.
    Cheng M.
    Xu B.
    Liu Z.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2023, 59 (14): : 298 - 309
  • [49] High-precision photoelectric acquisition and tracking based on cascade sliding mode control
    Liu J.
    Deng Y.-T.
    Li H.-W.
    Guangxue Jingmi Gongcheng/Optics and Precision Engineering, 2020, 28 (02): : 350 - 362
  • [50] Energy-efficient and high-precision control of hydraulic robots
    Koivumaki, Janne
    Zhu, Wen-Hong
    Mattila, Jouni
    CONTROL ENGINEERING PRACTICE, 2019, 85 : 176 - 193