JOURNAL ARTICLE

Iterated partitioned block frequency-domain adaptive filtering for acoustic echo cancellation

Koen EnemanMarc Moonen

Year: 2003 Journal:   IEEE Transactions on Speech and Audio Processing Vol: 11 (2)Pages: 143-158   Publisher: Institute of Electrical and Electronics Engineers

Abstract

For high quality acoustic echo cancellation long echoes have to be suppressed. classical LMS-based adaptive filters are not attractive as they are suboptimal from a computational point of view. Multirate adaptive filters such as the partitioned block frequency-domain adaptive filter (PBFDAF) are good alternatives and are widely used in commercial echo cancellers nowadays. In this paper the PBFDRAP is analyzed, which combines frequency-domain adaptive filtering with so-called "row action projection." Fast versions of the algorithm are derived and it is shown that the PBFDRAP outperforms the PBFDAF in a realistic echo cancellation setup.

Keywords:
Adaptive filter Echo (communications protocol) Computer science Block (permutation group theory) Frequency domain Algorithm Iterated function Projection (relational algebra) Filter (signal processing) Speech recognition Mathematics Computer vision

Metrics

45
Cited By
2.13
FWCI (Field Weighted Citation Impact)
11
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing

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