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Inverse Filter of Sound Reproduction Systems Using Regularization
Hironori TOKUNO Ole KIRKEBY Philip A. NELSON Hareo HAMADA
Publication
IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Vol.E80A
No.5
pp.809820 Publication Date: 1997/05/25 Online ISSN:
DOI: Print ISSN: 09168508 Type of Manuscript: Special Section PAPER (Special Section on Acoustical Inverse Problems) Category: Keyword: digital filter, inverse filter, regularization, transaural system, stereo dipole,
Full Text: PDF>>
Summary:
We present a very fast method for calculating an inverse filter for audio reproduction system. The proposed method of FFTbased inverse filter design, which combines the wellknown principles of least squares optimization and regularization, can be used for inverting systems comprising any number of inputs and outputs. The method was developed for the purpose of designing digital filters for multichannel sound reproduction. It is typically several hundred times faster than a conventional steepest descent algorithm implemented in the time domain. A matrix of causal inverse FIR (finite impulse response) filters is calculated by optimizing the performance of the filters at a large number of discrete frequencies. Consequently, this deconvolution method is useful only when it is feasible in practice to use relatively long inverse filters. The circular convolution effect in the time domain is controlled by zerothorder regularization of the inversion problem. It is necessary to set the regularization parameter β to an appropriate value, but the exact value of β is usually not critical. For singlechannel systems, a reliable numerical method for determining β without the need for subjective assessment is given. The deconvolution method is based on the analysis of a matrix of exact least squares inverse filters. The positions of the poles of those filters are shown to be particularly important.

