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Application of the NARMAX-Method for Modelling of the Nonlinearity of Dynamic Loudspeakers

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The NARMAX-model and its application for modeling of loudspeaker nonlinearity is presented. The algorithm is based on polynomial representation. The procedure of elimination of non-significant terms of polynomials has been applied and tested. Then the model is optimized. The NARMAX-method has been applied for ideal mathematical description of loudspeaker nonlinearity as well as for actual loudspeakers.

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AES - Audio Engineering Society