Inverse system design based on the volterra modeling of a parametric loudspeaker system

Parametric loudspeaker systems have been widely used for projecting high directional audible sound beams. However, the nonlinear interaction among primary waves also generates harmonics, which distort the desired signal and degrade the sound quality. In order to investigate this inherent nonlinear m...

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Main Authors: Ji, Wei, Gan, Woon-Seng
Other Authors: School of Electrical and Electronic Engineering
Format: Conference or Workshop Item
Language:English
Published: 2013
Online Access:https://hdl.handle.net/10356/96093
http://hdl.handle.net/10220/10102
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-960932020-03-07T13:24:47Z Inverse system design based on the volterra modeling of a parametric loudspeaker system Ji, Wei Gan, Woon-Seng School of Electrical and Electronic Engineering Nonlinear Acoustics: State-of-the-Art and Perspectives (2012) Parametric loudspeaker systems have been widely used for projecting high directional audible sound beams. However, the nonlinear interaction among primary waves also generates harmonics, which distort the desired signal and degrade the sound quality. In order to investigate this inherent nonlinear mechanism, a baseband distortion model is developed from nonlinear system identification using an adaptive Volterra filter. For the conventional double-sideband amplitude modulation (DSBAM) technique, it is found that the harmonic distortion is largely attributed to the second harmonic. The adaptation results derived from both simulation and measurement indicate that the first few coefficients of the second-order kernel are dominant. Based on the Volterra model, a pth-order inverse system is designed to compensate the harmonic distortions present in the demodulated signal. Simulation and measurement results demonstrate that the harmonic distortion can be greatly reduced to an acceptable level when the inverse system is introduced with a suitable recursive order. Published version 2013-06-10T03:47:40Z 2019-12-06T19:25:33Z 2013-06-10T03:47:40Z 2019-12-06T19:25:33Z 2012 2012 Conference Paper Ji, W., & Gan, W. S. (2012). Inverse system design based on the Volterra modeling of a parametric loudspeaker system. NONLINEAR ACOUSTICS State-of-the-Art and Perspectives, 1474, 383-386. https://hdl.handle.net/10356/96093 http://hdl.handle.net/10220/10102 10.1063/1.4749374 en © 2012 American Institute of Physics. This paper was published in NONLINEAR ACOUSTICS State-of-the-Art and Perspectives and is made available as an electronic reprint (preprint) with permission of American Institute of Physics. The paper can be found at the following official DOI: [http://dx.doi.org/10.1063/1.4749374].  One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
description Parametric loudspeaker systems have been widely used for projecting high directional audible sound beams. However, the nonlinear interaction among primary waves also generates harmonics, which distort the desired signal and degrade the sound quality. In order to investigate this inherent nonlinear mechanism, a baseband distortion model is developed from nonlinear system identification using an adaptive Volterra filter. For the conventional double-sideband amplitude modulation (DSBAM) technique, it is found that the harmonic distortion is largely attributed to the second harmonic. The adaptation results derived from both simulation and measurement indicate that the first few coefficients of the second-order kernel are dominant. Based on the Volterra model, a pth-order inverse system is designed to compensate the harmonic distortions present in the demodulated signal. Simulation and measurement results demonstrate that the harmonic distortion can be greatly reduced to an acceptable level when the inverse system is introduced with a suitable recursive order.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Ji, Wei
Gan, Woon-Seng
format Conference or Workshop Item
author Ji, Wei
Gan, Woon-Seng
spellingShingle Ji, Wei
Gan, Woon-Seng
Inverse system design based on the volterra modeling of a parametric loudspeaker system
author_sort Ji, Wei
title Inverse system design based on the volterra modeling of a parametric loudspeaker system
title_short Inverse system design based on the volterra modeling of a parametric loudspeaker system
title_full Inverse system design based on the volterra modeling of a parametric loudspeaker system
title_fullStr Inverse system design based on the volterra modeling of a parametric loudspeaker system
title_full_unstemmed Inverse system design based on the volterra modeling of a parametric loudspeaker system
title_sort inverse system design based on the volterra modeling of a parametric loudspeaker system
publishDate 2013
url https://hdl.handle.net/10356/96093
http://hdl.handle.net/10220/10102
_version_ 1681041123975364608