Fri, 07/05/2021 - 12:00-12:30: ELEC seminar by Vikas Kumar Mishra

Place: teams meeting

DATA-DRIVEN SIMULATION FOR NARX SYSTEMS by Vikas  Kumar Mishra

Abstract: Data-driven approaches to systems theory are witnessing considerable interests in recent times and they are well flourished for linear time-invariant systems. However, for nonlinear systems, they are still limited, and attempts have been made to generalize the results for linear systems to nonlinear systems. This talk will discuss the problem and challenges in data-driven simulation in the context of nonlinear autoregressive exogenous (NARX) systems: compute the output trajectory from a given input trajectory and initial conditions without explicitly identifying the analytical model; the model is implicitly identified by observed trajectory.

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