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.
1709-1717
Hatano, Yuta
2f6a0886-3206-441b-9493-fb57417349ce
Shi, Chuang
c46f72bd-54c7-45ee-ac5d-285691fccf81
Kajikawa, Yoshinobu
a7d32c43-f780-4ae0-884c-08fe6f70c582
17 May 2017
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), .
(doi:10.1109/TASLP.2017.2705280).
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.
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Published date: 17 May 2017
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Local EPrints ID: 483698
URI: http://eprints.soton.ac.uk/id/eprint/483698
ISSN: 2329-9304
PURE UUID: 1452fccc-3ee0-4624-82a5-c1214cd1510f
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Date deposited: 03 Nov 2023 17:55
Last modified: 18 Mar 2024 04:13
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Author:
Yuta Hatano
Author:
Chuang Shi
Author:
Yoshinobu Kajikawa
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