Adaptive wavenet controller design for teleoperation systems with variable time delays using singular perturbation method

被引:0
作者
Soheil Ganjefar
机构
[1] Bu-Ali Sina University,Electrical Engineering Department
来源
International Journal of Control, Automation and Systems | 2013年 / 11卷
关键词
Lyapunov stability algorithm; teleoperation systems; variable time delay; wavelet network;
D O I
暂无
中图分类号
学科分类号
摘要
The main goal of controller design in teleoperation systems is to achieve stability and optimal operation in presence of factors such as time delays, system disturbances and modeling errors. This paper proposes a new method of controller design based on wavenet with singular perturbation method for the bilateral teleoperation of robots through the internet. The wavenet controller could overcome the variable time delay in teleoperation system. This new method introduces a reduced-order structure for control and stability of teleoperation systems. By using singular perturbation method, teleoperation system is decomposed into two fast and slow subsystems. This method is a step towards reduced-order modeling. In this method, we use a feedback linearization method in master subsystem and a wavenet controller for slave subsystem. In wavenet controller, we used a learning method so that the system was Lyapunov stable. As the stability of the model is highly dependent on the learning of the system, we use Lyapunov stability in this method. It has been tried to reduce the tracking error between the master and the slave subsystems. In this structure the position of master-slave are compared together and controlling signal is applied to the slave so that they can track each other in the least possible time. In all schemes the effectiveness of the system is shown through the simulations and they have been compared with each other.
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页码:597 / 607
页数:10
相关论文
共 70 条
[1]  
Lawrence D A(1993)Stability and transparency in bilateral teleoperation IEEE Transactions on Robotics & Automation 9 624-637
[2]  
Ferrel W(1965)Remote manipulator with transmission delay IEEE Trans. Human Factors in Electronics HFE-6 24-32
[3]  
Hannaford B(1989)A design framework for teleoperators with kinesthetic feedback IEEE Trans. on Robotics and Automation 5 426-434
[4]  
Huang J Q(2003)Neural network predictive control for nonlinear dynamic systems with time-delay IEEE Trans. on Neural Networks 14 377-389
[5]  
Lewis F L(1989)Bilateral control of teleoperators with time delay IEEE Trans. on Automatic Control 34 494-501
[6]  
Anderson R J(2002)Geometric scattering in robotic telemanipulation IEEE Trans. on Robotics and Automation 18 588-596
[7]  
Spong M W(2008)Variable delay in Scaled-Port-Hamiltonian telemanipulation Elsevier Science Ltd 18 357-363
[8]  
Stramigioli S(1990)Performance analysis of transport protocol over congestive channels Journal on Performance Evaluation 11 45-65
[9]  
van der Schaft A(2003)Supermedia-enhanced internet-based telerobotics Proc. of the IEEE 91 396-421
[10]  
Moschke B(2003)Wavelet neural network control for induction motor drive using sliding mode design technique IEEE Trans. on Industrial Electronics 50 733-748