Fast affine projections and the regularized modified filtered-error algorithm in multichannel active noise control

• Published in: The Journal of the Acoustical Society of America Vol. 124; no. 2; pp. 949 - 960
• Main Authors: Wesselink, J. M., Berkhoff, A. P.
• Format: Journal Article
• Language: English
• Published: Woodbury, NY Acoustical Society of America 01.08.2008; American Institute of Physics
• Subjects: Acoustics; Acoustics - instrumentation; Algorithms; Computer Simulation; Equipment Design; Exact sciences and technology; Fundamental areas of phenomenology (including applications); Models, Theoretical; Noise: its effects and control; Physics; Reproducibility of Results; Signal Processing, Computer-Assisted; Sound; Time Factors; Multichannel transmission; Active system; Background noise; Filter; Noise control
• ISSN: 0001-4966; 1520-8524; 1520-9024; 1520-8524
• DOI: 10.1121/1.2945169

In this paper, real-time results are given for broadband multichannel active noise control using the regularized modified filtered-error algorithm. As compared to the standard filtered-error algorithm, the improved convergence rate and stability of the algorithm are obtained by using an inner–outer factorization of the transfer path between the actuators and the error sensors, combined with a delay compensation technique using double control filters and a regularization technique that preserves the factorization properties. The latter techniques allow the use of relatively simple and efficient adaptation schemes in which filtering of the reference signals is unnecessary. Results are given for a multichannel adaptive feedback implementation based on the internal model control principle. In feedforward systems based on this algorithm, colored reference signals may lead to reduced convergence rates. An adaptive extension based on the use of affine projections is presented, for which real-time results and simulations are given, showing the improved convergence rates of the regularized modified filtered-error algorithm for colored reference signals.