Finite-Sample Guarantees for Frequency Domain System Identification

Under sub-Gaussian colored noise and stability assumptions, the ETFE estimates are concentrated around the true frequency response values, with an error rate of O((du + √dudy)√M/Ntot), where Ntot is the total number of samples, M is the number of desired frequencies, and du, dy are the dimensions of the input and output signals.