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Stability analysis for Internet based teleoperated robot using prediction control

机译:基于预测控制的基于Internet的遥操作机器人稳定性分析

摘要

The variable time delay and the packet loss degrade the performance of Internet based teleoperation system seriously, even make the system unstable. Building upon the results of our recent work in [1], a provably stable event-prediction based control strategy is proposed for variable delay teleoperation. A Path Governor(PG) at master site, Generalized Predictive Controller (GPC) at slave site and a model of variable delay within a predictive control frame work are used to improve the response transparence. A Sparse Multivariable Linear Regression (SMLR) algorithm is proposed to predict the next Round Trip Timedelay(RTT). According to the next RTT, the PG is designed to generate the future event which can be used to compute the robotic position that is the one when the command was transmitted to the slave robot. The GPC can generate the redundant control information to diminish the influence of the packet loss and the large time delay in the internet to the system. Finally, a Lypunov-based analysis of the performance and stability of the resulting system is presented. Experiment results with a wheeled robot teleoperation setup demonstrate that these strategies can dynamically compensate for the variable time delay and reduce the performance degradation induced by packet loss. © 2011 IEEE.
机译:可变的时延和数据包丢失严重降低了基于Internet的远程操作系统的性能,甚至使系统不稳定。基于我们在[1]中最新工作的结果,提出了一种可证明稳定的基于事件预测的可变延迟遥操作控制策略。主站点上的路径调控器(PG),从站点上的通用预测控制器(GPC)和预测控制框架内的可变延迟模型用于提高响应透明性。提出了一种稀疏多变量线性回归(SMLR)算法来预测下一个往返时间延迟(RTT)。根据下一个RTT,PG设计为生成将来事件,该事件可用于计算将命令传输到从属机器人时的机器人位置。 GPC可以生成冗余控制信息,以减少数据包丢失和Internet对系统的较大时间延迟的影响。最后,对所得系统的性能和稳定性进行了基于Lypunov的分析。轮式机器人遥操作装置的实验结果表明,这些策略可以动态补偿可变的时间延迟,并减少由数据包丢失引起的性能下降。 ©2011 IEEE。

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