Title :
Finite time convergent observers for nonlinear systems
Author :
Menold, Patrick H. ; Findeisen, Rolf ; Allgöwer, Frank
Author_Institution :
Inst. for Syst. Theor. in Eng., Stuttgart Univ., Germany
Abstract :
In this note we consider the state estimation problem for nonlinear systems. In a first step we outline the design of an observer for single output nonlinear systems in observer normal form. The estimate of this observer converges to the exact system state within predefined finite time. This observer is then used in the design of a finite time convergent observer for multiple output systems that are given in block triangular observer normal form. Specifically, the block triangular structure is exploited by recursively designing observers that take the state estimates obtained by the observers for the "previous" blocks into account. As shown the estimation error of the resulting overall observer converges to zero within finite time. The outlined approach is exemplified considering the state estimation of a eights order two link elastic robot.
Keywords :
nonlinear control systems; robots; state estimation; block triangular structure; estimation error; finite time convergent observers; link elastic robot; multiple output systems; nonlinear systems; observer normal form; state estimation problem; Continuous time systems; Convergence; Estimation error; Kalman filters; Nonlinear systems; Observers; Recursive estimation; Robots; State estimation; Systems engineering and theory;
Conference_Titel :
Decision and Control, 2003. Proceedings. 42nd IEEE Conference on
Print_ISBN :
0-7803-7924-1
DOI :
10.1109/CDC.2003.1271908