Abstract
We show that for linear dynamical systems with skew-adjoint generators, the initial state estimate given by the back and forth nudging method with colocated feedback, converges to the minimizer of the discrepancy between the measured and simulated outputs — given that the observer gains are chosen suitably and the system is exactly observable. If the system's generator A is essentially skew-adjoint and dissipative (with not too much dissipation), the colocated feedback has to be corrected by the operator eAteA∗t in order to obtain such convergence. In some special cases, a feasible approximation for this operator can be found analytically. The case with wave equation with constant dissipation will be presented.
Original language | English |
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Pages (from-to) | 111-117 |
Number of pages | 7 |
Journal | Systems and Control Letters |
Volume | 94 |
DOIs | |
Publication status | Published - 1 Aug 2016 |
Externally published | Yes |
Keywords
- Back and forth nudging
- Observers
- Output error minimization
- State estimation
- Variational data assimilation