Title :
A family of equation-error based IIR adaptive algorithms
Author :
Diniz, Paulo S R ; Cousseau, Juan E.
Author_Institution :
COPPE, Univ. Federal do Rio de Janeiro, Brazil
Abstract :
Presents a family of asymptotically stable algorithms, based on a modification of the basic LMSEE updating equations, that within sufficiently general conditions leads to consistent parameter estimates. After introducing the family of algorithms, we analyse its basic properties such as: stationary points, stability and convergence of the estimates obtained for each member of the family
Keywords :
IIR filters; adaptive filters; asymptotic stability; circuit stability; digital filters; least mean squares methods; parameter estimation; LMSEE updating equations; asymptotically stable algorithms; convergence; digital filters; equation-error based IIR adaptive algorithms; parameter estimates; stationary points; Adaptive algorithm; Adaptive filters; Algorithm design and analysis; Convergence; Equations; Noise measurement; Parameter estimation; Polynomials; Stability; Stability analysis; Transfer functions;
Conference_Titel :
Circuits and Systems, 1994., Proceedings of the 37th Midwest Symposium on
Conference_Location :
Lafayette, LA
Print_ISBN :
0-7803-2428-5
DOI :
10.1109/MWSCAS.1994.518999
