TRAJECTORY TRACKING CONTROL FOR AN UNCERTAIN MOBILE MANIPULATOR: COMBINING SLIDING MODE AND NEURAL NETWORK

Meng-Bi Cheng, Wu-Chung Su, and Ching-Chih Tsai

References

  1. [1] H. Tanner, K. Kyriakopoulos, and N. Krikelis, Modeling of multiple mobile manipulators handling a common deformable object, Journal of Robotic Systems, 15 (11), 1998, 599–623.
  2. [2] Q. Yu and I. Chen, A general approach to the dynamics of nonholonomic mobile manipulator systems, Journal of Dynamic Systems, Measurement, and Control, 124, 2002, 512–521.
  3. [3] S. Moosavian and K. Alipour, On the dynamic tip-over stability of wheeled mobile manipulators, International Journal of Robotics and Automation, 22 (4), 2007, 322–328.
  4. [4] Y. Yamamoto and X. Yun, Coordinating locomotion andmanipulation of a mobile manipulator, IEEE Transactions onAutomatic Control, 39 (6), 1994, 1326–1332.
  5. [5] Y. Yamamoto and X. Yun, Effect of the dynamic interaction on coordinated control of mobile manipulators, IEEE Transactions on Robotics and Automation, 12 (5), 1996, 816–824.
  6. [6] W. Dong, On trajectory and force tracking control of constrained mobile manipulators with parameter uncertainty, Automatica, 38 (9), 2002, 1475–1484.
  7. [7] S. Lin and A. Goldenberg, Neural-network control of mobile manipulators, IEEE Transactions on Neural Networks, 12 (5), 2001, 1121–1133.
  8. [8] C. Lee, T. Eom, and J. Lee, Neuro-adaptive control of mobile manipulators based on compensation of approximation error, Electronics Letters, 38 (16), 2002, 935–936.
  9. [9] Y. Liu and Y. Li, Sliding mode adaptive neural-network control for nonholonomic mobile modular manipulators, Journal of Intelligent and Robotic Systems, 44 (3), 2005, 203–224.
  10. [10] Z. Li, C. Yang, and J. Gu, Neuro-adaptive compliantforce/motion control of uncertain constrained wheeled mo-bile manipulators, International Journal of Robotics andAutomation, 22 (3), 2007, 206–214.
  11. [11] Z. Wang, T. Zhou, Y. Mao, and Q. Chen, Adaptive recurrent neural network control of uncertain constrained nonholonomic mobile manipulators, International Journal of Systems Science, 2012. first published: 19 Sep 2012.
  12. [12] D. Xu, D. Zhao, J. Yi, and X. Tan, Trajectory tracking control of omnidirectional wheeled mobile manipulators: robust neural network-based sliding mode approach, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39 (3), 2009, 788–799.
  13. [13] R. Wai, Tracking control based on neural network strategy for robot manipulator, Neurocomputing, 51 (1), 2003, 425–446.
  14. [14] L. Tian and C. Collins, A dynamic recurrent neural network-based controller for a rigid–flexible manipulator system, Mechatronics, 14 (5), 2004, 471–490.
  15. [15] F. Lewis, S. Jagannathan, and A. Ye¸sildirek, Neural network control of robot manipulators and nonlinear systems (Padstow, UK: Taylor & Francis, 1999).
  16. [16] R. Fierro and F. Lewis, Control of a nonholonomic mobile robot using neural networks, IEEE Transactions on Neural Networks, 9 (4), 1998, 589–600.
  17. [17] J. Farrell and M. Polycarpou, Adaptive Approximation Based Control: Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches (New Jersey: John Wiley and Sons, 2006).
  18. [18] C. Edwards and S. Spurgeon, Sliding Mode Control: Theory and Applications (Padstow, UK: CRC Press, 1998).
  19. [19] I. Kolmanovsky and N. McClamroch, Developments in nonholonomic control problems, IEEE Control Systems Magazine, 15 (6), 1995, 20–36.
  20. [20] C. Tsai, M.-B. Cheng, and S. Lin, Dynamic modeling and tracking control of a nonholonomic wheeled mobile manipulator with dual arms, Journal of Intelligent and Robotic Systems, 47 (4), 2006, 317–340.
  21. [21] B. Drazenovic, The invariance conditions in variable structure systems, Automatica, 5 (3), 1969, 287–295.
  22. [22] J. Slotine and W. Li, Applied Nonlinear Control (Englewood Cliffs, NJ: Prentice Hall, 1991).
  23. [23] R. Fierro and F. Lewis, Control of nonholonomic mobile robot: backstepping kinematics into dynamics, Journal of Robotic Systems, 14, 1997, 149–164.

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