Recovery of equations of coupled time-delay systems from time series

A method is described for reconstructing the model differential equations with a delayed argument from time series of coupled systems with time-delay feedback. Using this method, it is also possible to establish the presence of coupling between time-delay systems and to determine the type, direction, and magnitude of coupling. The performance of the proposed method is illustrated by application to the experimental time series of coupled oscillators with time-delay feedback.