Recognition of dynamic environments for robotic assembly on moving workpieces

被引:2
|
作者
Robert Schmitt
Yu Cai
机构
[1] RWTH Aachen University,Laboratory for Machine Tools and Production Engineering (WZL)
关键词
Industrial robot; Assembly; Camera; Environment recognition;
D O I
暂无
中图分类号
学科分类号
摘要
Automated robotic assembly on a moving workpiece, referred to as assembly in motion, demands that the assembly robot is synchronised in all degrees of freedom to the moving workpiece, on which assembly parts are installed. Currently, this requirement cannot be met due to the lack of robust recognition of the 3D position and the trajectory of the moving workpiece. In this paper, an assembly robot-guided, monocular camera system approaching this problem of recognition of dynamic environments is introduced, which considers the motion trajectory of the workpiece as a linear combination of trajectory bases, such as Discrete Cosine Transform (DCT) bases. The experimental results show that the proposed method is able to reconstruct arbitrary trajectories of a predefined assembly point on the workpiece moving in 3D space. The limitation of the developed method of environment recognition for robotic assembly in motion is also analysed.
引用
收藏
页码:1359 / 1369
页数:10
相关论文
共 50 条
  • [31] Incremental learning for place recognition in dynamic environments
    Luo, J.
    Pronobis, A.
    Caputo, B.
    Jensfelt, P.
    2007 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-9, 2007, : 727 - +
  • [32] Personalized Recognition for Distributed Jamming in Dynamic Environments
    Tan, Hongcheng
    Wei, Peng
    Xiao, Sa
    Wang, Jianquan
    Jiang, Chunxiao
    Tang, Wanbin
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 13 (12) : 3603 - 3607
  • [33] Affective Recognition in Dynamic and Interactive Virtual Environments
    Moghimi, Mohammadhossein
    Stone, Robert
    Rotshtein, Pia
    IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2020, 11 (01) : 45 - 62
  • [34] Recognition of Speed Signs in Uncertain and Dynamic Environments
    Zhu, Zhilong
    Xu, Gang
    He, Hongmei
    Jiang, Juanjuan
    Wang, Tao
    2018 INTERNATIONAL SYMPOSIUM ON POWER ELECTRONICS AND CONTROL ENGINEERING (ISPECE 2018), 2019, 1187
  • [35] Pattern Recognition for Micro Workpieces Manufacturing
    Baidyk, Tatiana
    Kussul, Ernst
    Makeyev, Oleksandr
    Velasco, Graciela
    COMPUTACION Y SISTEMAS, 2009, 13 (01): : 61 - 74
  • [36] SYMBOLIC GENERATION FOR DYNAMIC ANALYSIS OF ROBOTIC MANIPULATORS ON MOVING BASES
    TOOGOOD, RW
    ELRAYYES, L
    MACKAY, DJ
    KERMACK, I
    TRANSACTIONS OF THE CANADIAN SOCIETY FOR MECHANICAL ENGINEERING, 1993, 17 (03) : 411 - 433
  • [37] Derivation and analysis of a dynamic model of a robotic manipulator on a moving base
    Wronka, C. M.
    Dunnigan, M. W.
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2011, 59 (10) : 758 - 769
  • [38] Development and implementation of a robotic moving target system for object recognition testing
    Zhang, Haojie
    Liang, Rongmin
    Zhao, Bo
    Liu, Chuankai
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 146
  • [39] Validating Vision and Robotic Algorithms for Dynamic Real World Environments
    Kotthaeuser, Tobias
    Mertsching, Baerbel
    SIMULATION, MODELING, AND PROGRAMMING FOR AUTONOMOUS ROBOTS, 2010, 6472 : 97 - 108
  • [40] Dynamic analysis and control of robotic manipulator for chemically aggressive environments
    Goubej, Martin
    Svejda, Martin
    2013 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS (ICM), 2013,