• 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