JOURNAL ARTICLE

Identification and elimination of second-order nonlinear distortion of loudspeaker systems using Volterra filter

Abstract

Modeling a loudspeaker system with the Volterra series expansion is essential to eliminate the nonlinear distortion. We have proposed a method for measuring the Volterra kernel of a loudspeaker system by multi sinusoidal waves. This method, however, has the problems of not considering the phase property of the nonlinear element and the third-order distortion. Therefore, we propose a novel method measuring the second-order Volterra kernel by multi sinusoidal waves. In this method, the phase property of the nonlinear element and the third-order distortion are considered. Moreover, we off-line eliminate the nonlinear distortion of the loudspeaker system with the Volterra kernel measured by the novel method and show the method's effectiveness.

Keywords:
Loudspeaker Distortion (music) Volterra series Nonlinear distortion Nonlinear system Kernel (algebra) Nonlinear element Control theory (sociology) Phase distortion Nonlinear system identification Filter (signal processing) Mathematics Computer science Acoustics System identification Physics Telecommunications Bandwidth (computing) Amplifier Artificial intelligence

Metrics

22
Cited By
1.33
FWCI (Field Weighted Citation Impact)
4
Refs
0.81
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Advanced Adaptive Filtering Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Structural Health Monitoring Techniques
Physical Sciences →  Engineering →  Civil and Structural Engineering
Control Systems and Identification
Physical Sciences →  Engineering →  Control and Systems Engineering

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