On the optimality of subband adaptive filters

Weiss, S. and Stewart, R.W.; (1999) On the optimality of subband adaptive filters. In: Proceedings of the 1999 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. IEEE, USA, pp. 59-62. ISBN 0780356128 (https://doi.org/10.1109/ASPAA.1999.810849)

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In this paper, we derive a polyphase analysis to determine the optimum filters in a subband adaptive filter (SAF) system. The structure of this optimum solution deviates from the standard SAF approach and presents its best possible solution only as an approximation. Besides this new insight into SAF error sources, the discussed analysis allows to calculate the optimum subband responses and the standard SAF approximation. Examples demonstrating the validity of our analysis and its use for determining SAF errors are presented.


Weiss, S. ORCID logoORCID: https://orcid.org/0000-0002-3486-7206 and Stewart, R.W. ORCID logoORCID: https://orcid.org/0000-0002-7779-8597;