Subspace-Based System Identification for an Acoustic Enclosure

Author:

McKelvey Tomas1,Fleming Andrew2,Moheimani S. O. Reza2

Affiliation:

1. Dept. of Signals and Systems, Chalmers University of Technology, DE-412 96 Gothenburg, Sweden

2. Dept. of Electrical and Computer Eng., University of Newcastle, Callaghan, NSW 2308, Australia

Abstract

This paper is aimed at identifying a dynamical model for an acoustic enclosure, a duct with rectangular cross section, closed ends, and side-mounted speaker enclosures. Acoustic enclosures are known to be resonant systems of high order. In order to design a high performance feedback controller for an acoustic enclosure, one needs to have an accurate model of the system. Subspace-based system identification techniques have proven to be an efficient means of identifying dynamics of high order highly resonant systems. In this paper a frequency domain subspace-based method together with a second iterative optimization step minimizing a frequency domain least-squares criterion is successfully employed to identify a dynamical model for an acoustic enclosure.

Publisher

ASME International

Subject

General Engineering

Reference21 articles.

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3. Roure, A. , 1985, “Self-adaptive Broadband Active Sound Control System,” J. Sound Vib., 101(3), pp. 429429.

4. Southward, S. C., Hull, A. J., and Radcliffe, C. J., 1993, “Global Active Noise Control of a One Dimensional Acoustic Duct Using a Feedback Controller,” ASME J. Dyn. Syst., Meas., Control, 115, pp. 488–494.

5. Mehta, P., Zheng, Y., Hollot, C. V., and Chait, Y., 1996, “Active Noise Control in Ducts: Feedforward/Feedback Design by Blending H∞ and QFT Methods,” Proc. 13th IFAC World Congress, San Fransisco, CA, pp. 191–197.

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