AEROSPACE SHANGHAI, Volume. 41, Issue 4, 58(2024)

A Task-based Grasping Method for Aerospace Electrical Connectors

Wanqin LI*... Haitao JING, Faming FANG, Xiaolong MA, Huaiwu ZOU and Feng LI |Show fewer author(s)
Author Affiliations
  • School of Computer Science and Technology, East China Normal University, Shanghai200062, China
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    Figures & Tables(12)
    Framework diagram of the system
    Representation of the non-uniform normalized object coordinate space
    Process of grasping attitude samples in the simulator
    Detection of grasping attitudes
    Diagram of the grasping network Q
    Surface contact heat maps of the J599 electrical connector
    Architecture diagram of the 3D-BoNet
    Experimental samples
    An electrical connector generated in the simulator
    Diagram of grasping and then assembling the model
    • Table 1. Experimental results

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      Table 1. Experimental results

      算法名称抓取结果占比/%
      与任务相关的稳定抓取任务不相关的稳定抓取

      不稳定的

      抓取

      PointNetGPD52.845.12.1
      Ours+NA49.147.13.8
      Ours+NOCS85.612.12.3
      Ours94.13.52.4
    • Table 2. Experimental results of non-participating electrical connectors

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      View in Article

      Table 2. Experimental results of non-participating electrical connectors

      算法名称抓取结果占比/%
      与任务相关的稳定抓取任务不相关的稳定抓取

      不稳定的

      抓取

      Ours+NA45.950.63.5
      Ours+NOCS82.614.62.8
      Ours90.27.32.5
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    Wanqin LI, Haitao JING, Faming FANG, Xiaolong MA, Huaiwu ZOU, Feng LI. A Task-based Grasping Method for Aerospace Electrical Connectors[J]. AEROSPACE SHANGHAI, 2024, 41(4): 58

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    Paper Information

    Category: Innovation and Exploration

    Received: Mar. 8, 2024

    Accepted: --

    Published Online: Nov. 18, 2024

    The Author Email:

    DOI:10.19328/j.cnki.2096-8655.2024.04.008

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