English

Output error minimizing back and forth nudging method for initial state recovery

Optimization and Control 2016-06-30 v2

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 e^{At}e^{A*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 demonstrated.

Keywords

Cite

@article{arxiv.1510.04528,
  title  = {Output error minimizing back and forth nudging method for initial state recovery},
  author = {Atte Aalto},
  journal= {arXiv preprint arXiv:1510.04528},
  year   = {2016}
}

Comments

This is the preprint version of the article. The final, published version is available on the journal's website

R2 v1 2026-06-22T11:21:15.936Z