Title :
Algebraic characterization of system immersibility into quadratic-in-the-state representation
Author :
Ohtsuka, Toshiyuki
Author_Institution :
Dept. of Comput.-Controlled Mech. Syst., Osaka Univ., Japan
Abstract :
This paper considers quadratic-in-the-state representations, which consist of state equations that are at most quadratic with respect to the states, as representations for a broad class of nonlinear systems. A necessary and sufficient condition is shown for existence of a quadratic-in-the-state representation that has the identical input-output relation with a given nonlinear system. That condition is characterized by the algebraic structure of the observation space of the given system and is so mild that many types of nonlinear systems have a quadratic-in-the-state representation. The quadratic-in-the-state representation is expected to be useful as a general model structure in identification of unknown nonlinear systems.
Keywords :
algebra; identification; nonlinear systems; uncertain systems; I/O relation; algebraic characterization; input-output relation; necessary and sufficient condition; nonlinear systems; quadratic-in-the-state representation; state equations; system immersibility; Differential equations; Ear; Linear systems; Mechanical systems; Nonlinear equations; Nonlinear systems; Parameter estimation; State feedback; Sufficient conditions;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1024480