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A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

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A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications. / Montazeri, Allahyar; Poshtan, Javad.
Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on. New York: IEEE, 2007. p. 524-527.

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Harvard

Montazeri, A & Poshtan, J 2007, A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications. in Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on. IEEE, New York, pp. 524-527, IEEE International Conference on Signal Processing and Communications, Dubai, 24/11/07. https://doi.org/10.1109/ICSPC.2007.4728371

APA

Montazeri, A., & Poshtan, J. (2007). A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications. In Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on (pp. 524-527). IEEE. https://doi.org/10.1109/ICSPC.2007.4728371

Vancouver

Montazeri A, Poshtan J. A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications. In Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on. New York: IEEE. 2007. p. 524-527 doi: 10.1109/ICSPC.2007.4728371

Author

Montazeri, Allahyar ; Poshtan, Javad. / A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications. Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on. New York : IEEE, 2007. pp. 524-527

Bibtex

@inproceedings{6a235536992c4f339a35099d681c2337,
title = "A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications",
abstract = "The use of IIR filters instead of FIR filters in active noise and vibration control applications has some special advantages. However, multimodal error surface and instability problem of adaptive IIR filters has prevented its extensive use like FIR filters, and hence invokes more research on these subjects. In this paper, a new approach to design and stability analysis of adaptive IIR filters in active noise and vibration control applications, is proposed. The approach is based on transforming the ANVC problem to an output-error identification problem and the conditions for stability are derived using Popov hyperstabilty theory. The performance of the algorithm is compared to that of the Errikson's FuLMS and SHARF algorithms, and it is shown that the proposed algorithm has a faster convergence rate and the ability to converge to global optimum of filter weights.",
keywords = "LMS ALGORITHM, IIR digital filter stability, Vibration control, Adaptive filters, CONVERGENCE ANALYSIS, ACTIVE NOISE-CONTROL",
author = "Allahyar Montazeri and Javad Poshtan",
year = "2007",
doi = "10.1109/ICSPC.2007.4728371",
language = "English",
isbn = "978-1-4244-1235-8",
pages = "524--527",
booktitle = "Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on",
publisher = "IEEE",
note = "IEEE International Conference on Signal Processing and Communications ; Conference date: 24-11-2007 Through 27-11-2007",

}

RIS

TY - GEN

T1 - A novel technique for design and stability analysis of adaptive IIR Filters in ANVC aplications

AU - Montazeri, Allahyar

AU - Poshtan, Javad

PY - 2007

Y1 - 2007

N2 - The use of IIR filters instead of FIR filters in active noise and vibration control applications has some special advantages. However, multimodal error surface and instability problem of adaptive IIR filters has prevented its extensive use like FIR filters, and hence invokes more research on these subjects. In this paper, a new approach to design and stability analysis of adaptive IIR filters in active noise and vibration control applications, is proposed. The approach is based on transforming the ANVC problem to an output-error identification problem and the conditions for stability are derived using Popov hyperstabilty theory. The performance of the algorithm is compared to that of the Errikson's FuLMS and SHARF algorithms, and it is shown that the proposed algorithm has a faster convergence rate and the ability to converge to global optimum of filter weights.

AB - The use of IIR filters instead of FIR filters in active noise and vibration control applications has some special advantages. However, multimodal error surface and instability problem of adaptive IIR filters has prevented its extensive use like FIR filters, and hence invokes more research on these subjects. In this paper, a new approach to design and stability analysis of adaptive IIR filters in active noise and vibration control applications, is proposed. The approach is based on transforming the ANVC problem to an output-error identification problem and the conditions for stability are derived using Popov hyperstabilty theory. The performance of the algorithm is compared to that of the Errikson's FuLMS and SHARF algorithms, and it is shown that the proposed algorithm has a faster convergence rate and the ability to converge to global optimum of filter weights.

KW - LMS ALGORITHM

KW - IIR digital filter stability

KW - Vibration control

KW - Adaptive filters

KW - CONVERGENCE ANALYSIS

KW - ACTIVE NOISE-CONTROL

U2 - 10.1109/ICSPC.2007.4728371

DO - 10.1109/ICSPC.2007.4728371

M3 - Conference contribution/Paper

SN - 978-1-4244-1235-8

SP - 524

EP - 527

BT - Signal Processing and Communications, 2007. ICSPC 2007. IEEE International Conference on

PB - IEEE

CY - New York

T2 - IEEE International Conference on Signal Processing and Communications

Y2 - 24 November 2007 through 27 November 2007

ER -