Publications in Scientific Journals:
M. Deistler, E. Bai:
"An Interactive Term Representation and Estimation Approach to Non-parametric FIR Nonlinear System Identification";
IEEE Transactions on Automatic Control,
55
(2010),
8;
1952
- 1957.
English abstract:
In this technical note, a framework for designing specially structured input sequences for non-parametric nonlinear system identification is presented so that interaction terms which describe interactions among variables can be identified separately. In a sense, the approach decomposes a general difficult nonlinear identification problem into a number of problems that are of lower orders. Corresponding identification algorithms are proposed.
"Official" electronic version of the publication (accessed through its Digital Object Identifier - DOI)
http://dx.doi.org/10.1109/TAC.2010.2050355
Electronic version of the publication:
http://publik.tuwien.ac.at/files/PubDat_179692.pdf
Created from the Publication Database of the Vienna University of Technology.