首页> 外文会议>2011 IEEE International Conference on Robotics and Automation >Adaptive fuzzy control for synchronization of nonlinear teleoperators with stochastic time-varying communication delays
【24h】

Adaptive fuzzy control for synchronization of nonlinear teleoperators with stochastic time-varying communication delays

机译:具有随机时变通信时滞的非线性遥操作人员同步的自适应模糊控制

获取原文

摘要

In this paper, adaptive fuzzy control is investigated for nonlinear teleoperators with time-delays, which ensures synchronization of positions and velocities of the master and slave manipulators, and does not rely on the use of the scattering transformation. Compared with previous passivity framework, the communication delays are assumed to be stochastic time-varying. By feedback linearization, the nonlinear dynamics of the tele-operation system is transformed into two sub-systems: local master/slave position control with unmodelled dynamics and delayed motion synchronization. Then, based on linear matrix inequalities (LMI) and Markov jump linear systems, adaptive fuzzy control strategies are developed for the nonlinear teleoperators with time-delay, modeling uncertainties and external disturbances by using the approximation property of the fuzzy logic systems. It is proven that the master-slave tele-operation system is stochastically stable in mean square under specific LMI conditions, and all the signals of the resulting closed-loop system are uniformly bounded.
机译:本文研究了具有时滞的非线性遥操作员的自适应模糊控制,该控制可确保主,从机械手的位置和速度同步,并且不依赖于散射变换的使用。与以前的无源框架相比,假定通信延迟是随机时变的。通过反馈线性化,远程操作系统的非线性动力学转化为两个子系统:具有未建模动力学的本地主/从位置控制和延迟运动同步。然后,基于线性矩阵不等式(LMI)和马尔可夫跳跃线性系统,针对具有时滞,不确定性和外部干扰的非线性遥操作算子,利用模糊逻辑系统的逼近特性,开发了自适应模糊控制策略。事实证明,在特定的LMI条件下,主从式遥操作系统在均方上是随机稳定的,并且所产生的闭环系统的所有信号都是均匀有界的。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号