Title :
Observer design for discrete nonlinear descriptor systems
Author_Institution :
Coventry Univ., UK
Abstract :
A nonlinear observer is considered for a class of discrete nonlinear descriptor systems subject to unknown inputs. This class is partly characterised by globally Lipschitz nonlinearities and a member system may be singular. First, the system is transformed into SVD-form from which a preliminary feedback control function can be designed, if needed, to render the system causal. Then a nonlinear observer is proposed which is based on the solution of a Riccati equation and on the use of a quadratic Lyapunov function. A design algorithm is given and applied to the estimation of the states of a flexible joint robot.
Keywords :
Lyapunov methods; Riccati equations; control nonlinearities; discrete time systems; nonlinear control systems; observers; robots; singular value decomposition; Lipschitz nonlinearities; Riccati equation; discrete time systems; feedback; flexible joint robot; nonlinear descriptor systems; nonlinear observer; quadratic Lyapunov function; singular value decomposition; state estimation;
Conference_Titel :
Control '96, UKACC International Conference on (Conf. Publ. No. 427)
Print_ISBN :
0-85296-668-7
DOI :
10.1049/cp:19960660