多通道有源噪声控制系统中抑制扰动增强的奇异矢量滤波方法

IF 0.3 4区 工程技术 Q4 ACOUSTICS
Yongjie Zhuang, Xuchen Wang, Yangfan Liu
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引用次数: 0

摘要

在多通道有源噪声控制滤波器的设计中,有时会出现干扰增强现象,即,如果控制滤波器被设计为最小化其他频带或所有频率上的误差信号的功率,则在某些频带中产生的声音会增强而不是减少。在以前的工作中,将截断奇异值分解方法应用于系统自相关矩阵,以减轻扰动增强。如果一些小的奇异值和相关的奇异向量是某些频带中不必要的扰动增强的原因,那么它们将被去除。然而,这些去除的奇异矢量中的一些可能仍然有助于其他频带中的噪声控制性能;因此,直接截断将降低噪声控制性能。在本工作中,通过额外的滤波过程,将引起扰动增强的奇异向量集替换为一组新的奇异向量,该奇异向量的频率响应在发生扰动增强的频带中衰减,而其他频带中的频率响应不变。与截断方法相比,该方法可以保持降噪频带的性能,同时减轻干扰增强频带的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Singular vector filtering method for mitigation of disturbance enhancement in multichannel active noise control systems
In the design of multichannel active noise control filters, the disturbance enhancement phenomenon will sometimes occur, i.e., the resulting sound is enhanced instead of being reduced in some frequency bands, if the control filter is designed to minimize the power of error signals in other frequency bands or across all frequencies. In previous work, a truncated singular value decomposition method was applied to the system autocorrelation matrix to mitigate the disturbance enhancement. Some small singular values and the associated singular vectors are removed, if they are responsible for unwanted disturbance enhancement in some frequency bands. However, some of these removed singular vectors may still contribute to the noise control performance in other frequency bands; thus, a direct truncation will degrade the noise control performance. In the present work, through an additional filtering process, the set of singular vectors that causes the disturbance enhancement is replaced by a set of new singular vectors whose frequency responses are attenuated in the frequency band where disturbance enhancement occurs, while the frequency responses in other frequency bands are unchanged. Compared with truncation approach, the proposed method can maintain the performance in the noise reduction bands, while mitigating the influence in disturbance enhancement bands.
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来源期刊
Noise Control Engineering Journal
Noise Control Engineering Journal 工程技术-工程:综合
CiteScore
0.90
自引率
25.00%
发文量
37
审稿时长
3 months
期刊介绍: NCEJ is the pre-eminent academic journal of noise control. It is the International Journal of the Institute of Noise Control Engineering of the USA. It is also produced with the participation and assistance of the Korean Society of Noise and Vibration Engineering (KSNVE). NCEJ reaches noise control professionals around the world, covering over 50 national noise control societies and institutes. INCE encourages you to submit your next paper to NCEJ. Choosing NCEJ: Provides the opportunity to reach a global audience of NCE professionals, academics, and students; Enhances the prestige of your work; Validates your work by formal peer review.
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