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Abstract:
An iterative learning control (ILC) algorithm based on orthogonal polynomials was developed to address the trajectory tracking of T-S fuzzy systems. First, the method derived equivalence system of T-S fuzzy system. Then, the differential equations of equivalence system were reduced to a set of linear algebraic equations by employing orthogonal polynomials expansion and the operational matrix of integration of orthogonal polynomials. The orthogonal polynomials' coefficients of control function were adjusted by an iterative learning law. The proposed algorithm could only use the error signals to update the control input for nonlinear system with arbitrary relative degree. Simulation results demonstrate the effectiveness of the new method.
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Source :
Journal of System Simulation
ISSN: 1004-731X
CN: 11-3092/V
Year: 2009
Issue: 1
Volume: 21
Page: 199-203
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0