Title :
A new adaptive IIR filter
Author :
Fan, Hong ; Jenkins, W. Kenneth
fDate :
10/1/1986 12:00:00 AM
Abstract :
A family of stochastic approximation variants of the Steiglitz-McBride identification scheme [1]-[3] is developed for adaptive IIR filtering. Parameter convergence is shown by computer simulation. An interesting phenomenon, global convergence regardless of local minima, is observed.
Keywords :
Adaptive filters; Digital filters; IIR digital filters; Stochastic approximation; System identification, linear systems; Adaptive filters; Colored noise; Convergence; Filtering; Finite impulse response filter; IIR filters; Least squares approximation; Rough surfaces; Surface roughness; White noise;
Journal_Title :
Circuits and Systems, IEEE Transactions on
DOI :
10.1109/TCS.1986.1085850
