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Robust chattering-free sliding mode control of space robot in task space
- Source :
- Journal of Control Theory and Applications. 6:146-152
- Publication Year :
- 2008
- Publisher :
- Springer Science and Business Media LLC, 2008.
-
Abstract
- This paper studies the tracking control problem of a free-floating space robot in a task space. Considering the model uncertainties and external disturbance, a robust sliding mode controller is proposed using the Lyapunov direct method and dissipative theory. To eliminate the chattering phenomenon, an radial basis function (RBF) neural network is applied to replace the discontinuous part of the control signal. A novel on-line learning method of the weights and parameters of the RBF neural network established using Lyapunov function assures the stability of the system. It is proved that the proposed controller can guarantee that the L2 gain from disturbance to tracking error is lower than the given index γ. Simulation results show that the control method is valid.
- Subjects :
- Lyapunov function
Engineering
Artificial neural network
business.industry
Stability (learning theory)
Sliding mode control
Computer Science Applications
Tracking error
symbols.namesake
Hardware and Architecture
Control and Systems Engineering
Control theory
Dissipative system
symbols
Radial basis function
business
Subjects
Details
- ISSN :
- 19930623 and 16726340
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- Journal of Control Theory and Applications
- Accession number :
- edsair.doi...........dbec7c558ccf2cb865c60c570b50bef2
- Full Text :
- https://doi.org/10.1007/s11768-008-6058-6