DocumentCode
3567283
Title
Global stability of adaptive IIR filters based on the output error method
Author
Radenkovic, Miloje ; Bose, Tamal
Author_Institution
Dept. of Electr. Eng., Colorado Univ., Denver, CO, USA
Volume
1
fYear
1999
Firstpage
663
Abstract
This paper presents a rigorous proof of global stability of an adaptive IIR filter based on the output error method. The underlying idea of the developed analysis is the construction of suitable Lyapunov functions for different phases of adaptation.
Keywords
IIR filters; adaptive filters; adaptive signal processing; circuit stability; error analysis; filtering theory; parameter estimation; Lyapunov functions; adaptive IIR filtering; adaptive IIR filters; global stability; nonstationary signals; normalized gradient algorithm; output error method; parameter estimates truncation; Adaptive filters; Computational complexity; Filtering; Finite impulse response filter; Frequency response; IIR filters; Lyapunov method; Robust stability; Sequences; Signal processing algorithms;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems, and Computers, 1999. Conference Record of the Thirty-Third Asilomar Conference on
ISSN
1058-6393
Print_ISBN
0-7803-5700-0
Type
conf
DOI
10.1109/ACSSC.1999.832412
Filename
832412
Link To Document