Title :
Improvement of convergence speed for subband adaptive digital filters using the multirate repeating method
Author :
Ashihara, Koji ; Nishikawa, Kiyoshi ; Kiya, Hitoshi
Author_Institution :
Tokyo Metropolitan Univ., Japan
Abstract :
We propose a method for achieving both a fast convergence speed and the low orders of adaptive digital filters (ADFs) for subband ADFs. The proposed method is based on the multirate repeating method which uses wasted signals by downsampling. First we show how to apply the multirate repeating method to the standard structure of subband ADFs. Next we consider a new structure of subband ADFs for extending the multirate repeating method. Finally, we show the validity of the proposed method by computer simulations
Keywords :
adaptive filters; adaptive signal processing; convergence of numerical methods; digital filters; filtering theory; signal sampling; computer simulations; convergence speed; downsampling; multirate repeating method; subband adaptive digital filters; wasted signals; Adaptive filters; Computer simulation; Convergence; Digital filters; Echo cancellers; Electronic mail; Real time systems; Signal analysis; Signal generators; Timing;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.480342