Investigation of Multi-Stage Visual Servoing in the context of autonomous assembly

被引:1
|
作者
Cao, Chenguang [1 ]
Zhao, Dehao [1 ]
Wu, Xinghua [1 ]
Liu, Lina [1 ]
Jiao, Ticao [1 ]
Zhao, Jianrong [1 ]
机构
[1] Shandong Univ Technol, Sch Elect & Elect Engn, Zibo 255000, Peoples R China
基金
美国国家科学基金会;
关键词
Visual servoing; Multi-stage; Spatial constraint; Assembly; ROBOT MANIPULATOR; IMAGE MOMENTS; VISION;
D O I
10.1016/j.measurement.2024.114441
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper introduces a novel strategy, Multi -Stage Based Visual Servoing (MSBVS), to tackle the significant challenge of planning complex trajectories in robotic systems without hand-eye calibration, particularly in some assembly tasks. The MSBVS strategy decomposes a complete visual servoing process into three distinct phases, each characterized by unique functionalities. By assigning specific image features and control objectives to each phase, the strategy indirectly facilitates the planning and tracking complex trajectories. Furthermore, a novel image feature, the vanishing angle, is introduced, enhancing the precision in representing an object's spatial position. Subsequently, a robotic vision system is established, and real-time simulations and experiments are performed to verify the efficacy of the MSBVS strategy. The results show that MSBVS efficiently plans and executes complex trajectories in robotic assembly tasks.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Visual servoing for a scale model autonomous helicopter
    Chriette, A
    Hamel, T
    Mahony, R
    2001 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, 2001, : 1701 - 1706
  • [22] Autonomous mobile manipulator using visual servoing
    Fujihara, Y
    Nobata, S
    Dai, FZ
    ICIM' 2004: PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2004, : 197 - 201
  • [23] A Motion Planning Method for Visual Servoing Using Deep Reinforcement Learning in Autonomous Robotic Assembly
    Liu, Zhenyu
    Wang, Ke
    Liu, Daxin
    Wang, Qide
    Tan, Jianrong
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2023, 28 (06) : 3513 - 3524
  • [24] DYNAMIC LOT SIZE MODELS FOR MULTI-STAGE ASSEMBLY SYSTEMS
    CROWSTON, WB
    WAGNER, MH
    MANAGEMENT SCIENCE SERIES A-THEORY, 1973, 20 (01): : 14 - 21
  • [25] Material handling devices dimensioning in multi-stage assembly line
    Braglia, M
    PRODUCTION PLANNING & CONTROL, 2001, 12 (01) : 37 - 45
  • [26] ECONOMIC LOT SIZE DETERMINATION IN MULTI-STAGE ASSEMBLY SYSTEMS
    CROWSTON, WB
    WAGNER, M
    WILLIAMS, JF
    MANAGEMENT SCIENCE SERIES A-THEORY, 1973, 19 (05): : 517 - 527
  • [27] Investigation of multi-stage depressed collector in superwideband TWT
    Rogovin, VI
    Rogovin, IV
    APEDE 2004: INTERNATIONAL CONFERENCE ON ACTUAL PROBLEMS OF ELECTRON DEVICES ENGINEERING, CONFERENCE PROCEEDINGS, 2004, : 88 - 92
  • [28] Performance investigation of a multi-stage sorption hydrogen compressor
    Gupta, Sanjay
    Sharma, Vinod Kumar
    INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2021, 46 (01) : 1056 - 1075
  • [29] Investigation of flow through multi-stage restricting orifices
    Araoye, Abdulrazaq A.
    Badr, Hasan M.
    Ahmed, Wael H.
    ANNALS OF NUCLEAR ENERGY, 2017, 104 : 75 - 90
  • [30] Experimental Investigation of A Multi-Stage Impedance Pumping System
    Lee, Vincent Chieng-Chen
    Abakr, Yousif Abdalla
    Woo, Ko-Choong
    4TH INTERNATIONAL MEETING OF ADVANCES IN THERMOFLUIDS (IMAT 2011), PT 1 AND 2, 2012, 1440 : 1206 - 1211