Adaptive Wavenet Controller Design for Teleoperation Systems with Variable Time Delays using Singular Perturbation Method

被引:4
|
作者
Ganjefar, Soheil [1 ]
机构
[1] Bu Ali Sina Univ, Dept Elect Engn, Hamadan, Iran
关键词
Lyapunov stability algorithm; teleoperation systems; variable time delay; wavelet network; NEURAL-NETWORK CONTROL; MOTOR DRIVE; WAVELET;
D O I
10.1007/s12555-012-0015-3
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
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.
引用
收藏
页码:597 / 607
页数:11
相关论文
共 50 条
  • [1] Adaptive wavenet controller design for teleoperation systems with variable time delays using singular perturbation method
    Soheil Ganjefar
    [J]. International Journal of Control, Automation and Systems, 2013, 11 : 597 - 607
  • [2] Adaptive sliding mode controller design for nonlinear teleoperation systems using singular perturbation method
    Soheil Ganjefar
    Mohammad Hadi Sarajchi
    M. T. Hamidi Beheshti
    [J]. Nonlinear Dynamics, 2015, 81 : 1435 - 1452
  • [3] Adaptive sliding mode controller design for nonlinear teleoperation systems using singular perturbation method
    Ganjefar, Soheil
    Sarajchi, Mohammad Hadi
    Beheshti, M. T. Hamidi
    [J]. NONLINEAR DYNAMICS, 2015, 81 (03) : 1435 - 1452
  • [4] Teleoperation Systems Design Using Singular Perturbation Method and Sliding Mode Controllers
    Ganjefar, Soheil
    Sarajchi, Mohammad Hadi
    Hoseini, S. Mahmoud
    [J]. JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2014, 136 (05):
  • [5] Observer design for bilateral teleoperation systems with variable time delays
    Arteaga-Perez, Marco A.
    Lopez-Recillas, Laura
    Lopez, Mauro
    Nuno, Emmanuel
    [J]. IFAC PAPERSONLINE, 2017, 50 (01): : 14368 - 14373
  • [6] Predictive controller design for bilateral teleoperation systems with time varying delays
    Pan, YJ
    Canudas-De-Wit, C
    Sename, O
    [J]. 2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, : 3521 - 3526
  • [7] A design of bilateral teleoperation systems using composite adaptive controller
    Kim, Byeong-Yeon
    Ahn, Hyo-Sung
    [J]. CONTROL ENGINEERING PRACTICE, 2013, 21 (12) : 1641 - 1652
  • [8] A modified adaptive controller design for teleoperation systems
    Hosseini-Suny, K.
    Momeni, H.
    Janabi-Sharifi, F.
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2010, 58 (05) : 676 - 683
  • [9] Robust Controller Design of Uncertain Nonlinear Systems Using Singular Perturbation
    Meng, Bo
    Tian, Huixin
    [J]. 2011 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, 2011, : 1473 - 1476
  • [10] H∞ controller design for singular Markov jump systems with time-delays
    Zhou, Juan
    Lai, Huiling
    Liu, Cuoyi
    Men, Bo
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING, 2022, 236 (08) : 1566 - 1577