Recently a systematic method was presented for the generation of whole families of "Fixed Point Transformations" that can be used in nonlinear adaptive control of "Single Input - Single Output (SISO)" systems as alternatives of Lyapunov's "direct method". In the present paper further development of this alternative method is considered. It consists in the generalization of the method for " Multiple Input - Multiple Output (MIMO)" systems. The applicability of the novel method is demonstrated by the adaptive control of a 2 "Degree of Freedom (DoF)" system, a cart indirectly driven in the horizontal direction by a rotated pendulum. Results of numerical simulations illustrate and substantiate the usability of the suggested approach.

Generalization of a Sigmoid Generated Fixed Point Transformation from SISO to MIMO Systems / A. Dineva, J.K. Tar, A. Várkonyi Kóczy, V. Piuri - In: Intelligent Engineering Systems (INES), 2015 IEEE 19th International Conference on[s.l] : IEEE, 2015. - ISBN 9781467379397. - pp. 135-140 (( Intervento presentato al 19. convegno International Conference on Intelligent Engineering Systems (INES) tenutosi a Bratislava nel 2015 [10.1109/INES.2015.7329694].

Generalization of a Sigmoid Generated Fixed Point Transformation from SISO to MIMO Systems

A. Dineva
Primo
;
V. Piuri
2015

Abstract

Recently a systematic method was presented for the generation of whole families of "Fixed Point Transformations" that can be used in nonlinear adaptive control of "Single Input - Single Output (SISO)" systems as alternatives of Lyapunov's "direct method". In the present paper further development of this alternative method is considered. It consists in the generalization of the method for " Multiple Input - Multiple Output (MIMO)" systems. The applicability of the novel method is demonstrated by the adaptive control of a 2 "Degree of Freedom (DoF)" system, a cart indirectly driven in the horizontal direction by a rotated pendulum. Results of numerical simulations illustrate and substantiate the usability of the suggested approach.
Adaptive Control; Fixed Point Transformation; Robust Fixed Point Transformation; Iterative Learning Control; Banach's Fixed Point Theorem
Settore INF/01 - Informatica
2015
Book Part (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/474611
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