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文章基本信息

  • 标题:Visual Servoing Application for Inverse Kinematics of Robotic Arm Using Artificial Neural Networks
  • 本地全文:下载
  • 作者:Ayca AK ; Vedat TOPUZ ; Emregul ERSAN
  • 期刊名称:Studies in Informatics and Control Journal
  • 印刷版ISSN:1220-1766
  • 出版年度:2018
  • 卷号:27
  • 期号:2
  • 页码:183-190
  • DOI:10.24846/v27i2y201806
  • 出版社:National Institute for R&D in Informatics
  • 摘要:This paper presents novel approach for a visual servoing application of six axis robotic arm. Basic imageprocessing techniques were used for object recognition and position determination of robotic arm. The inverse kinematics solution of the robot arm was performed with artificial neural networks. Afterwards the robot’s inverse kinematics solution was completed, the determined joint-angle values were used to control the robot arm. Performance of radial basis function network (RBF) and multilayer perceptron (MLP) were also compared.
  • 关键词:Image processing; Robot control; Artificial neural network; Visual servoing; Inverse kinematic;
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