JOURNAL ARTICLE

Fast filtered-X affine projection algorithm for active noise control

Abstract

An efficient affine projection (AP) algorithm, the filtered-x AP algorithm (FXAP), is presented for multichannel active noise control. This algorithm is based on the filtered-x scheme and uses the fast error vector computation and a recursive method to calculate matrix inversions. The new approach provides a significant saving in computational cost compared with other fast versions of the AP algorithm and a faster convergence speed than the filtered-x LMS (FXLMS). The performance of the FXAP is evaluated in a practical ANC system. The proposed algorithm is specially suitable for real time multichannel ANC applications running on a digital signal processing (DSP) card.

Keywords:
Algorithm Active noise control Digital signal processing Computer science Computation Noise (video) Convergence (economics) Projection (relational algebra) Affine transformation Signal processing Adaptive filter Digital signal processor Computational complexity theory Least mean squares filter Noise reduction Mathematics Artificial intelligence Computer hardware

Metrics

16
Cited By
1.59
FWCI (Field Weighted Citation Impact)
14
Refs
0.84
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Blind Source Separation Techniques
Physical Sciences →  Computer Science →  Signal Processing
Control Systems and Identification
Physical Sciences →  Engineering →  Control and Systems Engineering

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