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| Content Provider | Springer Nature Link |
|---|---|
| Author | Mai, Thang Long Wang, Yaonan |
| Copyright Year | 2014 |
| Abstract | In this paper, an adaptive backstepping fuzzy cerebellar-model-articulation-control neural-networks control (ABFCNC) system for motion/force control of the mobile-manipulator robot (MMR) is proposed. By applying the ABFCNC in the tracking-position controller, the unknown dynamics and parameter variation problems of the MMR control system are relaxed. In addition, an adaptive robust compensator is proposed to eliminate uncertainties that consist of approximation errors, uncertain disturbances. Based on the tracking position-ABFCNC design, an adaptive robust control strategy is also developed for the nonholonomicconstraint force of the MMR. The design of adaptive-online learning algorithms is obtained by using the Lyapunov stability theorem. Therefore, the proposed method proves that it not only can guarantee the stability and robustness but also the tracking performances of the MMR control system. The effectiveness and robustness of the proposed control system are verified by comparative simulation results. |
| Starting Page | 368 |
| Ending Page | 382 |
| Page Count | 15 |
| File Format | |
| ISSN | 20956983 |
| Journal | Journal of Control Theory and Applications |
| Volume Number | 12 |
| Issue Number | 4 |
| e-ISSN | 21980942 |
| Language | English |
| Publisher | South China University of Technology and Academy of Mathematics and Systems Science, CAS |
| Publisher Date | 2015-01-16 |
| Publisher Place | Heidelberg |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Backstepping control Fuzzy CMAC (cerebellar model articulation controller) neural networks Adaptive robust control Mobile-manipulator robot Control Systems Theory, Control Optimization Computational Intelligence Complexity Control, Robotics, Mechatronics |
| Content Type | Text |
| Resource Type | Article |
| Subject | Control and Optimization Control and Systems Engineering Aerospace Engineering |
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