M. Haseyama et al., A REALIZATION METHOD FOR AN ARMA LATTICE FILTER WITH REDUCED NUMBER OF COEFFICIENTS, Electronics and communications in Japan. Part 3, Fundamental electronic science, 77(8), 1994, pp. 14-27
This paper proposes realization methods of two kinds of low sensitivit
y ARMA lattice filters which can perform frequency-weighting model ide
ntification with input estimation and low sensitivity of their filters
. Using the proposed realization method, the filter with the fewer coe
fficients than the previous filter can be obtained. Since the calculat
ion costs for the realization of the filter are reduced, the proposed
realization methods are significant. Furthermore, assuming that the AR
MA lattice filters have low sensitivity, however, this paper shows tha
t the proposed ARMA lattice filters have low sensitivity by simulation
s, which is important for practical implementation of filters.