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  • 标题:End-Effector Stabilization of a 10-DOF Mobile Manipulator using Nonlinear Model Predictive Control
  • 本地全文:下载
  • 作者:Mostafa Osman ; Mohamed W. Mehrez ; Shiyi Yang
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2020
  • 卷号:53
  • 期号:2
  • 页码:9772-9777
  • DOI:10.1016/j.ifacol.2020.12.2658
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractMotion control of mobile manipulators (a robotic arm mounted on a mobile base) can be challenging for complex tasks such as material and package handling. In this paper, a task-space stabilization controller based on Nonlinear Model Predictive Control (NMPC) is designed and implemented to a 10 Degrees of Freedom (DOF) mobile manipulator which consists of a 7-DOF robotic arm and a 3-DOF mobile base. The system model is based on kinematic models where the end-effector orientation is parameterized directly by a rotation matrix. The state and control constraints as well as singularity constraints are explicitly included in the NMPC formulation. The controller is tested using real-time simulations, which demonstrate high positioning accuracy with tractable computational cost.
  • 关键词:KeywordsMobile manipulatortask-space controlnon-linear model predictive control
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