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Parameters of a given model describing a (chaotic) dynamical system are estimated from scalar time series using autosynchronization where the parameter adaption process is controlled by the synchronization of the model to the given dynamics. A practical method is presented for deriving the necessary ordinary differential equations for the parameter controlling loop.
Ulrich Parlitz (Mon,) studied this question.