Title :
Identification of Structured Nonlinear Systems
Author :
Hsu, Kenneth ; Poolla, Kameshwar ; Vincent, Tyrone L.
Author_Institution :
Dept. of Mech. Eng., Univ. of California, Berkeley, CA
Abstract :
This paper is concerned with the identification of static nonlinear components in a complex interconnected system. These nonlinear components are treated nonparametrically, in the sense that no natural parameterization is assumed to be available.
Keywords :
identification; interconnected systems; linear systems; nonlinear control systems; complex interconnected system; dispersion function; identification; linear fractional transformations; quadratic cost function; static nonlinear components; structured nonlinear systems; Cost function; Curve fitting; Heart; Interconnected systems; Mechanical engineering; Nonlinear systems; Sufficient conditions; Testing; Identification; interconnected systems; nonlinear systems;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2008.2006928
