Title :
Observer design using a time scaled block triangular observer form
Author :
Wang, Yebin ; Lynch, Alan F.
Author_Institution :
Dept. of Electr. & Comput. Eng., Alberta Univ., Edmonton, Alta.
Abstract :
This paper presents an observer design for unforced nonlinear multi-output systems using a time scaled block triangular observer form (TBTOF). The TBTOF generalizes an established block triangular observer Form (BTOF) to include a time scaling function. Such a generalization broadens the class of systems to which a BTOF-based observer design can be applied. A TBTOF-based observer design proceeds subsystem-at-a-time starting with the uppermost subsystem. Designs for each subsystem effectively treat upper subsystem states as known measurements and are relatively simple given their reduced dimension. A necessary condition for the time scaling function is provided. Global uniform asymptotic and exponential observer estimate error stability results are given. These results provide a formula for the observer gain. An example illustrates the construction of a TBTOF and a typical observer design with simulation
Keywords :
asymptotic stability; estimation theory; nonlinear systems; observers; asymptotic observer estimate error stability; exponential observer estimate error stability; nonlinear multioutput systems; observer design; time scaled block triangular observer form; time scaling function; Asymptotic stability; Computer errors; Design engineering; Design methodology; Linear approximation; Nonlinear dynamical systems; Observers; State estimation; State-space methods; Sufficient conditions;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1657347