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Automatic Tap Assignment in Sub-Band Adaptive Filter
Zhiqiang MA Kenji NAKAYAMA Akihiko SUGIYAMA
IEICE TRANSACTIONS on Communications
Publication Date: 1993/07/25
Print ISSN: 0916-8516
Type of Manuscript: Special Section LETTER (Special Section of Letters Selected from the 1992 IEICE Fall Conference and the 1993 IEICE Spring Conference)
sub-band, adaptive filter, filter bank, number of taps, system identification, noise canceller, echo canceller,
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An automatic tap assignment method in sub-band adaptive filter is proposed in this letter. The number of taps of the adaptive filter in each band is controlled by the mean-squared error. The numbers of taps increase in the bands which have large errors, while they decrease in the bands having small errors, until residual errors in all the bands become the same. In this way, the number of taps in a band is roughly proportional to the length of the impulse response of the unknown system in this band. The convergence rate and the residual error are improved, in comparison with existing uniform tap assignment. Effectiveness of the proposed method has been confirmed through computer simulation.