DocumentCode
2002085
Title
A new IIR adaptive filter design using Tellegen´s theorem
Author
Xydis, Thomas G.
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
fYear
1991
fDate
14-17 Apr 1991
Firstpage
2161
Lastpage
2164
Abstract
An IIR (infinite impulse response) adaptive filter algorithm which allows the use of arbitrary network structures is presented. The gradients are derived using a digital network extension of Tellegen´s theorem which allows the use of exact instantaneous gradients. The algorithm is compared, by simulation, with the IIR LMS (least mean square) algorithm of Widrow (1975) and Stearns (1976)
Keywords
adaptive filters; digital filters; least squares approximations; IIR LMS algorithm; IIR adaptive filter algorithm; Stearns algorithm; Tellegen´s theorem; Widrow algorithm; digital network; filter design; infinite impulse response; instantaneous gradients; least mean square; network structures; simulation; Adaptive filters; Algorithm design and analysis; Digital filters; Finite impulse response filter; Helium; IIR filters; Least squares approximation; Output feedback; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1991. ICASSP-91., 1991 International Conference on
Conference_Location
Toronto, Ont.
ISSN
1520-6149
Print_ISBN
0-7803-0003-3
Type
conf
DOI
10.1109/ICASSP.1991.150841
Filename
150841
Link To Document