Brief paper: All-pass filtering in iterative learning control
Automatica (Journal of IFAC)
Wavelet series based learning controller design for kinematic path-tracking control of mobile robot
Proceedings of the International Conference on Advances in Computing, Communication and Control
Wavelet series based iterative learning controller design for industrial robot manipulators
International Journal of Computer Applications in Technology
Learning feedforward control of MIMO nonlinear systems using U-model
CA '07 Proceedings of the Ninth IASTED International Conference on Control and Applications
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This paper presents a frequency-domain analysis and design approach for a learning feedforward controller (LFFC) using a dilated B-spline network. The LFFC acts as an add-on element to the existing feedback controller (FBC). The LFFC signal is updated iteratively based on the FBC signal of the previous iteration as the task repeats. Similar to proportional-integral-derivative controller tuning, there are only two parameters to adjust: The B-spline support width and the learning gain. The effect of dilation in the B-spline network is discussed. Detailed design formulae are given based on a stability analysis. As an illustration, simulation results on the path tracking control of a wheeled mobile robot are presented.