DocumentCode
3744056
Title
Empirical observability Gramian rank condition for weak observability of nonlinear systems with control
Author
Nathan D. Powel;Kristi A. Morgansen
Author_Institution
Department of Aeronautics &
fYear
2015
Firstpage
6342
Lastpage
6348
Abstract
We provide a rank condition for weak observability by defining a modified empirical observability Gramian that explicitly incorporates system control. Based on this rank condition, we derive an upper bound on the local unobservability index of the system that guarantees weak observability. We also show a connection between the Fisher information matrix and the control explicit empirical observability Gramian. The utility of the control explicit Gramian is demonstrated in examples.
Keywords
"Observability","Nonlinear systems","Linear systems","Measurement","Trajectory","Algebra"
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
Type
conf
DOI
10.1109/CDC.2015.7403218
Filename
7403218
Link To Document