A novel Multiplicative Polynomial Kernel for Volterra series identification
نویسندگان
چکیده
منابع مشابه
A Kernel Method for Non-linear Systems Identification – Infinite Degree Volterra Series Estimation
Volterra series expansions are widely used in analyzing and solving the problems of non-linear dynamical systems. However, the problem that the number of terms to be determined increases exponentially with the order of the expansion restricts its practical application. In practice, Volterra series expansions are truncated severely so that they may not give accurate representations of the origin...
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ژورنال
عنوان ژورنال: IFAC-PapersOnLine
سال: 2020
ISSN: 2405-8963
DOI: 10.1016/j.ifacol.2020.12.179