The University of Southampton
University of Southampton Institutional Repository

Compensation for nonlinear distortion of the frequency modulation based parametric array loudspeaker

Compensation for nonlinear distortion of the frequency modulation based parametric array loudspeaker
Compensation for nonlinear distortion of the frequency modulation based parametric array loudspeaker
The parametric array loudspeaker (PAL) modulates the audio signal on an ultrasonic carrier. When the modulated signal is transmitted in air, an audio beam is created based on the nonlinear acoustic principle. Each modulation method has advantages and disadvantages. The frequency modulation (FM) is favorable for its low cost and high volume, but the tradeoff is its complicated nonlinear distortion, which is difficult to be reduced. In this paper, the Volterra filter is adopted to model the nonlinearity of the FM-based PAL. A novel complex inverse system is devised to effectively reduce the nonlinear distortion. Three practical aspects are addressed. First, the computational complexity of the Volterra filter is reduced by the parallel cascade structure with almost no compromise to the model accuracy. Second, Volterra filters are identified at discrete input levels to treat the nonlinearity that keeps changing with the time-varying audio input. Third, when the input level is high, a separation approach is proposed to refine the identified Volterra filters, which eventually improves the performance of the proposed inverse system.
2329-9304
1709-1717
Hatano, Yuta
2f6a0886-3206-441b-9493-fb57417349ce
Shi, Chuang
c46f72bd-54c7-45ee-ac5d-285691fccf81
Kajikawa, Yoshinobu
a7d32c43-f780-4ae0-884c-08fe6f70c582
Hatano, Yuta
2f6a0886-3206-441b-9493-fb57417349ce
Shi, Chuang
c46f72bd-54c7-45ee-ac5d-285691fccf81
Kajikawa, Yoshinobu
a7d32c43-f780-4ae0-884c-08fe6f70c582

Hatano, Yuta, Shi, Chuang and Kajikawa, Yoshinobu (2017) Compensation for nonlinear distortion of the frequency modulation based parametric array loudspeaker. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25 (8), 1709-1717. (doi:10.1109/TASLP.2017.2705280).

Record type: Article

Abstract

The parametric array loudspeaker (PAL) modulates the audio signal on an ultrasonic carrier. When the modulated signal is transmitted in air, an audio beam is created based on the nonlinear acoustic principle. Each modulation method has advantages and disadvantages. The frequency modulation (FM) is favorable for its low cost and high volume, but the tradeoff is its complicated nonlinear distortion, which is difficult to be reduced. In this paper, the Volterra filter is adopted to model the nonlinearity of the FM-based PAL. A novel complex inverse system is devised to effectively reduce the nonlinear distortion. Three practical aspects are addressed. First, the computational complexity of the Volterra filter is reduced by the parallel cascade structure with almost no compromise to the model accuracy. Second, Volterra filters are identified at discrete input levels to treat the nonlinearity that keeps changing with the time-varying audio input. Third, when the input level is high, a separation approach is proposed to refine the identified Volterra filters, which eventually improves the performance of the proposed inverse system.

Text
TASLP16_Accepted - Accepted Manuscript
Download (1MB)
Text
TASLP2705280_Proof - Proof
Restricted to Repository staff only
Request a copy

More information

Published date: 17 May 2017

Identifiers

Local EPrints ID: 483698
URI: http://eprints.soton.ac.uk/id/eprint/483698
ISSN: 2329-9304
PURE UUID: 1452fccc-3ee0-4624-82a5-c1214cd1510f
ORCID for Chuang Shi: ORCID iD orcid.org/0000-0002-1517-2775

Catalogue record

Date deposited: 03 Nov 2023 17:55
Last modified: 18 Mar 2024 04:13

Export record

Altmetrics

Contributors

Author: Yuta Hatano
Author: Chuang Shi ORCID iD
Author: Yoshinobu Kajikawa

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×