464
Views
15
CrossRef citations to date
0
Altmetric
Original Articles

Robust tracking control of a unicycle-type wheeled mobile manipulator using a hybrid sliding mode fuzzy neural network

, &
Pages 408-425 | Received 10 Apr 2009, Accepted 27 Apr 2010, Published online: 26 Nov 2010

References

  • Abo-Shanab , R and Sepehri , N . 2001 . On Dynamic Stability of Manipulators Mounted on Mobile Platforms . Robotica , 19 : 439 – 449 .
  • Campion , G , Bastin , G and Dandrea-Novel , B . 1996 . Structural Properties and Classification of Kinematic and Dynamic Models of Wheeled Mobile Robots . IEEE Transactions on Robotics and Automation , 12 : 47 – 62 .
  • Carriker , W , Khosla , P and Krogh , B . 1991 . Path Planning for Mobile Manipulators for Multiple Task Execution . IEEE Transactions on Robotics and Automation , 7 : 403 – 408 .
  • Chen , M and Zalzala , A . 1997 . A Genetic Approach to Motion Planning of Redundant Mobile Manipulator Systems Considering Safety and Configuration . Journal of Robotic Systems , 14 : 529 – 544 .
  • Cheng, M.B., and Tsai, C.C. (2005), ‘Hybrid Robust Tracking Control for a Mobile Manipulator via Sliding-mode Neural Network’, in 2005 IEEE International Conference on Mechatronics, July, Taipei, Taiwan, pp. 537–542.
  • Dong , W . 2002 . On Trajectory and Force Tracking Control of Constrained Mobile Manipulators with Parameter Uncertainty . Automatica , 38 : 1475 – 1484 .
  • Edwards , C and Spurgeon , S . 1998 . Sliding Mode Control: Theory and Applications , Boca Raton : CRC Press .
  • Er , M and Gao , Y . 2003 . Robust Adaptive Control of Robot Manipulators using Generalized Fuzzy Neural Networks . IEEE Transactions on Industrial Electronics , 50 : 620 – 628 .
  • Farrell , J and Polycarpou , M . 2006 . Adaptive Approximation Based Control: Unifying Neural, Fuzzy and Traditional Adaptive Approximation Approaches , New Jersey : John Wiley and Sons .
  • Feng , G . 2006 . A Survey on Analysis and Design of Model-based Fuzzy Control Systems . IEEE Transactions on Fuzzy Systems , 14 : 676 – 697 .
  • Fierro , R and Lewis , F . 1997 . Control of Nonholonomic Mobile Robot: Backstepping Kinematics Into Dynamics . Journal of Robotic Systems , 14 : 149 – 164 .
  • Forti , M , Grazzini , M , Nistri , P and Pancioni , L . 2006 . Generalized Lyapunov Approach for Convergence of Neural Networks with Discontinuous Or Non-Lipschitz Activations . Physica D: Nonlinear Phenomena , 214 : 88 – 99 .
  • Ge , S , Hang , C , Lee , T and Zhang , T . 2002 . Stable Adaptive Neural Network Control , Boston : Kluwer Academic Publishers .
  • Jagannathan , S . 1997 . Discrete-time Fuzzy Logic Control of a Mobile Robot with an Onboard Manipulator . International Journal of Systems Science , 28 : 1195 – 1209 .
  • Kaneko , K and Horowitz , R . 1997 . Repetitive and Adaptive Control of Robot Manipulators with Velocity Estimation . IEEE Transactions on Robotics and Automation , 13 : 204 – 217 .
  • Kolmanovsky , I and McClamroch , N . 1995 . Developments in Nonholonomic Control Problems . IEEE Control Systems Magazine , 15 : 20 – 36 .
  • Lee , J and Cho , H . 1997 . Mobile Manipulator Motion Planning for Multiple Tasks using Global Optimization Approach . Journal of Intelligent and Robotic Systems , 18 : 169 – 190 .
  • Lee , C , Eom , T and Lee , J . 2002 . Neuro-adaptive Control of Mobile Manipulators Based on Compensation of Approximation Error . Electronics Letters , 38 : 935 – 936 .
  • Lewis , F , Jagannathan , S and Yesidirek , A . 1999 . Neural Network Control of Robotic Manipulators and Nonlinear Systems , New York : Taylor & Francis .
  • Li , Z , Ge , S , Adams , M and Wijesoma , W . 2008 . Robust Adaptive Control of Uncertain Force/Motion Constrained Nonholonomic Mobile Manipulators . Automatica , 44 : 776 – 784 .
  • Li , Y and Liu , Y . 2005 . Kinematics and Tip-over Stability Analysis for the Mobile Modular Manipulator . Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science , 219 : 331 – 342 .
  • Li , Z , Tao , P , Ge , S , Adams , M and Wijesoma , W . 2009 . Robust Adaptive Control of Cooperating Mobile Manipulators with Relative Motion . IEEE Transactions on Systems, Man, and Cybernetics – Part B: Cybernetics , 39 : 103 – 117 .
  • Lin , C . 2009 . Fuzzy-basis-function-network-based H ∞ Tracking Control for Robotic Manipulators using Only Position Feedback . IEEE Transactions on Fuzzy Systems , 17 : 1208 – 1216 .
  • Lin , S and Goldenberg , A . 2001 . Neural-network Control of Mobile Manipulators . IEEE Transactions on Neural Networks , 12 : 1121 – 1133 .
  • Lin , F , Hwang , W and Wai , R . 1999 . A Supervisory Fuzzy Neural Network Control System for Tracking Periodic Inputs . IEEE Transactions on Fuzzy Systems , 7 : 41 – 52 .
  • Lin , F , Wang , W , Lee , T and Wang , C . 2009 . On-line Genetic Algorithm-based Fuzzy-neural Sliding Mode Controller using Improved Adaptive Bound Reduced-form Genetic Algorithm . International Journal of Systems Science , 40 : 571 – 585 .
  • Liu , Y and Li , Y . 2005 . Sliding Mode Adaptive Neural-network Control for Nonholonomic Mobile Modular Manipulators . Journal of Intelligent and Robotic Systems , 44 : 203 – 224 .
  • Murray , R and Sastry , S . 1993 . Nonholonomic Motion Planning: Steering using Sinusoids . IEEE Transactions on Automatic Control , 38 : 700 – 716 .
  • Narendra , K and Annaswamy , A . 1987 . A New Adaptive Law for Robust Adaptation Without Persistent Excitation . IEEE Transactions on Automatic Control , 32 : 134 – 145 .
  • Neimark , I and Fufaev , N . 1972 . Dynamics of Non-holonomic Systems , Providence, RI : American Mathematical Society .
  • Polycarpou , M . 1996 . Stable Adaptive Neural Control Scheme for Nonlinear Systems . IEEE Transactions on Automatic Control , 41 : 447 – 451 .
  • Slotine , J and Li , W . 1991 . Applied Nonlinear Control , NJ : Prentice Hall Englewood Cliffs .
  • Tanner , H and Kyriakopoulos , K . 2001 . Mobile Manipulator Modeling with Kane's Approach . Robotica , 19 : 675 – 690 .
  • Tsai , CC , Cheng , MB and Lin , SC . 2006 . Dynamic Modeling and Tracking Control of a Nonholonomic Wheeled Mobile Manipulator with Dual Arms . Journal of Intelligent and Robotic Systems , 47 : 317 – 340 .
  • Wang , L . 1997 . A Course in Fuzzy Systems and Control , Upper Saddle River, NJ, , USA : Prentice-Hall, Inc .
  • Wang , D and Low , C . 2008 . Modeling and Analysis of Skidding and Slipping in Wheeled Mobile Robots: Control Design Perspective . IEEE Transactions on Robotics , 24 : 676 – 687 .
  • Yamamoto , Y and Yun , X . 1994 . Coordinating Locomotion and Manipulation of a Mobile Manipulator . IEEE Transactions on Automatic Control , 39 : 1326 – 1332 .
  • Yamamoto , Y and Yun , X . 1996 . Effect of the Dynamic Interaction on Coordinated Control of Mobile Manipulators . IEEE Transactions on Robotics and Automation , 12 : 816 – 824 .
  • Yu , Q and Chen , I . 2002 . A General Approach to the Dynamics of Nonholonomic Mobile Manipulator Systems . Journal of Dynamic Systems, Measurement, and Control , 124 : 512 – 521 .
  • Yu , W and Li , X . 2004 . Fuzzy Identification using Fuzzy Neural Networks with Stable Learning Algorithms . IEEE Transactions on Fuzzy Systems , 12 : 411 – 420 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.