Microwave structure characterization is achieved by application of the system identification (SI) technique to the finitedifference time-domain algorithm (FDTD). The parameters of a deterministic auto-regressive moving-average model (ARMA) are computed recursively such that the model output matches the FDTD simulation. The ARMA model parameter convergence is rapid, and provides savings in the computation time.