Title :
Discrete-time nonlinear observer design with general criteria
Author :
Yaz, Edwin Engin ; Jeong, Chung Seop ; Bahakeem, Adil
Author_Institution :
EECE Dept., Marquette Univ., Milwaukee, WI
Abstract :
A class of discrete-time nonlinear system and measurement equations involving incrementally conic nonlinearities with finite energy disturbances is considered. A linear matrix inequality based design approach is presented that guarantees the satisfaction of a variety of performance criteria ranging from simple estimation error boundedness to dissipativity. Simple simulation examples are included to illustrate and provide support to the proposed design methodology.
Keywords :
control system synthesis; discrete time systems; linear matrix inequalities; nonlinear control systems; observers; discrete-time nonlinear observer design; discrete-time nonlinear system; finite energy disturbances; linear matrix inequality; Design methodology; Energy measurement; Estimation error; Linear matrix inequalities; Nonlinear equations; Nonlinear systems; Signal design; State estimation; State-space methods; Vectors;
Conference_Titel :
Electro/Information Technology Conference, 2004. EIT 2004. IEEE
Conference_Location :
Milwaukee, WI
Print_ISBN :
978-0-7803-8750-8
Electronic_ISBN :
978-0-7803-8751-5
DOI :
10.1109/EIT.2004.4569393