时滞下基于扰动观测器的双边遥操作系统自适应鲁棒控制

Zheng Chen, Yaodong Pan, J. Gu
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摘要

双边远程操作技术由于在各种远程操作系统中的应用而引起了广泛的关注。然而,要真正实现遥操作的要求,仍然存在一些具有挑战性的控制问题:a)主从机械手之间的通信延迟可能导致系统不稳定或性能下降;B)在某些应用中,传感器不易设置以测量环境外力;C)为了获得良好的控制性能,需要仔细考虑各种机械手建模的不确定性。本文设计了基于从机械臂动力学的扰动观测器来观测不可测环境力。将环境力建模为一般线性回归形式时,利用最小二乘自适应律可以在线估计其未知参数。提出了一种新的通信结构,该结构只向从端传输主轨迹,从端向主端的传输信号由估计的环境参数代替。该设计避免了通信延迟下复杂的无源性问题,避免了系统稳定性与控制性能之间的权衡,具有在任意时延下同时实现优良控制性能和保证鲁棒稳定性的潜力。随后将滑模控制与扰动观测器的力补偿相结合,以处理各种机械手建模的不确定性,从而获得良好的同步性能。通过对单自由度机械手的仿真,验证了所提控制算法的有效性。
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Disturbance observer based adaptive robust control of bilateral teleoperation systems under time delays
Bilateral teleoperation technology has caused wide attentions due to its applications in various remote operation systems. However, to really realize teleoperation requirements, there still exist some challenging control issues: a) the communication delay between master and slave manipulators may lead to system instability or performance decreasing; b) in some applications, the sensors are not easily set up to measure the environmental external force; c) various manipulator modeling uncertainties need to be considered carefully in order to achieve good control performance. In this paper, the disturbance observer is designed based on the slave manipulator dynamics to observe the unmeasurable environmental force. When the environmental force is modeled as a general linear regression form, its unknown parameters can be estimated online by the least square adaptation law. A novel communication structure is proposed where only the master trajectory is transmitted to the slave side, and the transmission signal from the slave to the master is replaced by those estimated environmental parameters. This design can avoid solving the complicated passivity problem under communication delays and having the trade-off between the system stability and control performance, and thus has the potential of achieving the excellent control performance and the guaranteed robust stability simultaneously under arbitrary time delays. The sliding mode control and the force compensation of disturbance observer are integrated subsequently to deal with various manipulator modeling uncertainties, so that the excellent synchronization performance can be achieved. The simulation on single DOF manipulators is carried out and the results show the effectiveness of the proposed control algorithm.
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