Adaptive Frequency Response Identification using the Lagrange Filter

The problem of identifying the frequency response of an LTI discrete-time system at a set of arbitrary frequencies is addressed. Central to our idea is the Lagrange interpolation. Conditions for exponential convergence of the parameter estimates are given in terms of the energy of input signal. Simulations are presented to illusfrate the analytical results.