Empirical observability Gramian rank condition for weak observability of nonlinear systems with control | IEEE Conference Publication | IEEE Xplore

Empirical observability Gramian rank condition for weak observability of nonlinear systems with control


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 ...Show More

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.
Date of Conference: 15-18 December 2015
Date Added to IEEE Xplore: 11 February 2016
ISBN Information:
Conference Location: Osaka, Japan

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