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Active noise control system incorporating psychoacoustic and spectrum-tuning features.

机译:融合了心理声学和频谱调谐功能的主动噪声控制系统。

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摘要

Acoustic noise problem is gaining more and more attention in modern society. Traditionally, passive noise control devices are used to block the undesired sound. However, they are inconvenient and costly in some situations. Instead, active noise control (ANC) technique can attenuate the noise in a more flexible and more effective way.;ANC technique works on the principal of acoustic superposition with electrically controlled loudspeaker(s) sending out anti-noise signal to cancel out the undesired noise in a target zone. The core component of ANC system is the adaptive filter, which updates the filter coefficients to control the anti-noise sent out by loudspeaker(s).;It should be noted that the ultimate goal of ANC is to minimize the annoyance brought by environmental noise to human being. Therefore human hearing characteristics are important factors to improve ANC performance in term of human perception. Psychoacoustics focuses on the study of human perception of sound by objective models. In this dissertation, psychoacoustic considerations are incorporated in ANC systems in two ways. Noise weightings are included in ANC system considering the non-uniform sensitivity of human hearing system. A new ANC architecture is proposed to give listeners flexibility to adjust the spectrum of residual noise considering individual discrepant preferences. In the first scheme, two typical noise weightings, A-weighting and ITU-R 468 noise weighting, are incorporated in the ANC system based on filtered-error least mean square (FELMS) structure. Instead of sound pressure level (SPL), psychoacoustic metrics are utilized to evaluate the noise attenuation performance. In the second approach, we propose a spectrum-tuning active noise control (STANC) structure which could tune the noise spectrum with a tuning filter. In the mean time, the change of tuning filter has no influence on system adaptation, which enssures the system stability and makes online tuning possible.;Conventional ANC system always works on linear assumption. However, nonlinearity in realistic system is another problem which may degrade ANC performance. A new adaptive algorithm based on kernel trick is utilized here for nonlinear ANC system. Simulations show that this system has similar performance as conventional ANC in linear condition but outperforms conventional one in nonlinear situation.
机译:声学噪声问题在现代社会中越来越受到关注。传统上,无源噪声控制设备用于阻挡不想要的声音。但是,它们在某些情况下不方便且昂贵。取而代之的是,主动噪声控制(ANC)技术可以更灵活,更有效地衰减噪声。; ANC技术基于声学叠加原理,通过电控扬声器发出抗噪信号以消除不希望的信号。目标区域中的噪音。 ANC系统的核心组件是自适应滤波器,它可以更新滤波器系数以控制扬声器发出的抗噪声。应该注意的是,ANC的最终目标是最大程度地减少环境噪声带来的干扰。对人类。因此,就人类感知而言,人的听力特性是提高ANC性能的重要因素。心理声学致力于通过客观模型研究人类对声音的感知。本文以两种方式将心理声学因素纳入ANC系统。考虑到人类听力系统的非均匀灵敏度,ANC系统中包含了噪声权重。提出了一种新的ANC体系结构,使听者可以灵活地考虑到各个不同的偏好来调整残留噪声的频谱。在第一种方案中,基于滤波误差最小均方(FELMS)结构,将两个典型的噪声加权A加权和ITU-R 468噪声加权合并到ANC系统中。代替声压级(SPL),利用心理声学指标来评估噪声衰减性能。在第二种方法中,我们提出了一种频谱调谐有源噪声控制(STANC)结构,该结构可以使用调谐滤波器来调谐噪声频谱。同时,调整滤波器的变化对系统的适应性没有影响,保证了系统的稳定性,使在线调整成为可能。但是,现实系统中的非线性是另一个可能降低ANC性能的问题。本文在非线性ANC系统中采用了一种基于核技巧的自适应算法。仿真表明,该系统在线性条件下的性能与常规ANC相似,但在非线性情况下则优于常规ANC。

著录项

  • 作者

    Bao, Hua.;

  • 作者单位

    The University of Texas at Dallas.;

  • 授予单位 The University of Texas at Dallas.;
  • 学科 Engineering Biomedical.;Engineering Electronics and Electrical.;Physics Acoustics.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 99 p.
  • 总页数 99
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 康复医学;
  • 关键词

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