Title :
An equation error algorithm based on correlation function with variable delay
Author :
Kanagawa, Ryuichi ; Kuno, Eiji ; Okello, James ; Sasaoka, Naoto ; Itoh, Yoshio ; Kobayashi, Masaki
Author_Institution :
Fac. of Eng., Tottori Univ., Tottori, Japan
Abstract :
Equation error adaptive algorithm (EQ-E) for an adaptive infinite impulse response (IIR) digital filter is one of the IIR adaptive algorithms that exhibit global convergence. In the presence of a disturbance signal, the coefficients of the equation error based adaptive digital filter (ADF) converge to solutions with bias. In this paper, we propose a kind of block adaptive algorithm for the EQ-E IIR ADF. By estimating the correlation functions, the effect of the disturbance signal onto the convergence of the algorithm is reduced.
Keywords :
IIR filters; adaptive filters; correlation methods; estimation theory; ADF; EQ-E; adaptive IIR digital filter; adaptive infinite impulse response digital filter; block adaptive algorithm; correlation function; disturbance signal; equation error adaptive algorithm; variable delay; Convergence; Correlation; Delays; Equations; Mathematical model; Signal processing algorithms; Vectors; Correlation; Equation error; IIR ADF; Variable delay;
Conference_Titel :
Signal Processing Conference, 2008 16th European
Conference_Location :
Lausanne