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Adaptive Fuzzy Logic Control for Time-Delayed Bilateral Teleoperation

机译:时滞双边遥操作的自适应模糊逻辑控制

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摘要

In recent years, teleoperation has shown great potentials in different fields such as spatial, mining, under-water, etc. When this technology is required to be bilateral, the time delay induced by a potentially large physical distance prevents a good performance of the controller, especially in the case of contact. When bilateral teleoperation is introduced to the field of medicine, a new challenge arises: the controller must perform well in both hard and soft environments. For example, in the context of telesurgery, the robot can enter in contact with both bone (hard) and organ (soft). In an attempt to enrich existing controller designs to better suit the medical needs, an adaptive fuzzy logic controller (AFLC) is designed in this paper. It simulates human intelligence and adapts to environments of different stiffness coefficients. The simulation results prove that this controller demonstrates very interesting potential.
机译:近年来,遥操作在空间,采矿,水下等不同领域显示出巨大的潜力。当要求将此技术设为双边技术时,由于可能的较大的物理距离而引起的时间延迟会妨碍控制器的良好性能。 ,尤其是在接触的情况下。当双边遥操作引入医学领域时,出现了新的挑战:控制器必须在硬环境和软环境中都表现良好。例如,在远程手术中,机器人可以进入与骨骼(硬)和器官(软)接触的状态。为了丰富现有的控制器设计以更好地满足医疗需求,本文设计了一种自适应模糊逻辑控制器(AFLC)。它模拟人类的智力,并适应不同刚度系数的环境。仿真结果证明该控制器具有很好的潜力。

著录项

  • 来源
    《Autonomous and intelligent systems》|2012年|106-115|共10页
  • 会议地点 Aveiro(PT)
  • 作者

    Jiayi Zhu; Wail Gueaieb;

  • 作者单位

    Machine Intelligence, Robotics and Mechatronics (MIRaM) Laboratory School of Electrical Engineering and Computer Science University of Ottawa, Ottawa ON KIN 6N5, Canada;

    Machine Intelligence, Robotics and Mechatronics (MIRaM) Laboratory School of Electrical Engineering and Computer Science University of Ottawa, Ottawa ON KIN 6N5, Canada;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    bilateral teleoperation; time-delay systems; adaptive fuzzy logic;

    机译:双边遥操作;延时系统;自适应模糊逻辑;

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