Title :
Improved tracking performance of variable structure control using Fourier series based iterative learning
Author :
Xu, Jim-xin ; Cao, Wen-Jun
Author_Institution :
Dept. of Electr. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
A new approach to reduce chattering of variable structure control and improve tracking accuracy is proposed, which is based on frequency domain iterative leaning. For a deterministic nonlinear uncertain dynamical system with limited bandwidth, the desired control input corresponding to the desired trajectory which lasts for a finite duration is invariant over every iteration and can be formulated as a Fourier linear combiner with constant harmonic magnitudes and limited number of elements. Since the elements of the basis of the Fourier space are orthogonal, an iterative learning scheme is proposed to individually force every component of the actual feedforward compensation converge to that of the desired control input. As a result, switching gains can be greatly reduced and chattering problem can be alleviated. It is proven that the scheme guarantees that system states are bounded for all trials and eventually stay on the switching surface for the whole iteration. Application example for a DC servomotor confirms the effectiveness the proposed scheme
Keywords :
Fourier series; compensation; feedforward; frequency-domain analysis; iterative methods; learning systems; nonlinear dynamical systems; tracking; uncertain systems; variable structure systems; DC servomotor; Fourier series; chattering reduction; feedforward compensation; frequency domain; iterative learning; nonlinear dynamical system; tracking; uncertain system; variable structure control; Bandwidth; Control systems; Ear; Force control; Fourier series; Frequency domain analysis; Iterative methods; Nonlinear control systems; Sliding mode control; Switching frequency;
Conference_Titel :
Decision and Control, 1999. Proceedings of the 38th IEEE Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5250-5
DOI :
10.1109/CDC.1999.833368