DocumentCode
2582191
Title
Iterative output replanning for flat systems affected by additive noise
Author
Consolini, Luca ; Lini, Gabriele ; Piazzi, Aurelio
Author_Institution
Dipt. di Ing. dell´´Inf., Univ. of Parma, Parma, Italy
fYear
2010
fDate
15-17 Dec. 2010
Firstpage
6248
Lastpage
6253
Abstract
The paper considers the output tracking problem for nonlinear systems whose performance output is also a flat output of the system itself. A desired output signal is sought on the actual performance output by using a feedforward inverse input that is periodically updated with discrete-time feedback of the sampled state of the system. The proposed method is based on an iterative output replanning that uses the desired output trajectory and the sampled state to replan an output trajectory whose inverse input helps in reducing the tracking error. This iterative replanning exploits the Hermite interpolating polynomials to achieve an overall arbitrarily smooth input and a tracking error that can be made arbitrarily small if the state sampling period is sufficiently small and mild assumptions are considered. Some simulation results are presented for the cases of an unicycle and a one-trailer system affected by additive noise.
Keywords
discrete time systems; feedback; feedforward; interpolation; iterative methods; nonlinear control systems; Hermite interpolating polynomials; additive noise; discrete-time feedback; feedforward inverse input; flat systems; iterative output replanning; nonlinear systems; one-trailer system; output tracking problem; unicycle system; Feedforward neural networks; Interpolation; Iterative methods; Polynomials; Simulation; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location
Atlanta, GA
ISSN
0743-1546
Print_ISBN
978-1-4244-7745-6
Type
conf
DOI
10.1109/CDC.2010.5718031
Filename
5718031
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