一种适用于高阶有源噪声控制应用的稳定IIR滤波器设计方法

IF 1.3 Q3 ACOUSTICS Acoustics (Basel, Switzerland) Pub Date : 2023-07-25 DOI:10.3390/acoustics5030044
Yongjie Zhuang, Yangfan Liu
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引用次数: 0

摘要

在商业非自适应有源噪声控制(ANC)应用中,通常采用IIR滤波器结构来减少实时计算量。相反,在滤波器设计阶段通常首选FIR滤波器结构,因为FIR滤波器设计公式可以是凸的,并且易于求解。为了结合FIR和IIR滤波器结构的优点,ANC应用中的一种常用方法是使用IIR滤波器结构来适应预先设计的FIR滤波器。然而,为了保证稳定性,大多数常见的IIR滤波器拟合方法都涉及极点的计算和重新定位,这对于高阶情况来说是困难的。本文改进了一种不需要计算和重新定位极点的稳定IIR滤波器设计方法,使其适用于ANC应用。结果表明,在高阶非自适应应用中,当拟合预先设计好的噪声控制FIR滤波器时,该方法可以获得更好的拟合精度和稳态噪声控制性能。除了拟合噪声控制滤波器外,该方法还可以用于拟合二次路径和声反馈路径,以减少自适应控制器所需的实时计算量。
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A Stable IIR Filter Design Approach for High-Order Active Noise Control Applications
In commercial non-adaptive active noise control (ANC) applications, an IIR filter structure is often used to reduce real-time computations. On the contrary, an FIR filter structure is usually preferred in the filter design phase because the FIR filter design formulation can be convex and is simple to solve. To combine the benefits of both FIR and IIR filter structures, one common approach in ANC applications is to use an IIR filter structure to fit a pre-designed FIR filter. However, to ensure stability, most of the common IIR filter fitting approaches involve the computation and relocation of poles which can be difficult for high-order cases. In this current work, a stable IIR filter design approach that does not need the computation and relocation of poles is improved to be applicable in ANC applications. The results demonstrate that the proposed method can achieve better fitting accuracy and steady-state noise control performance in high-order non-adaptive applications when the pre-designed noise control FIR filter is fitted. Besides fitting the noise control filter, the proposed method can also be used to fit the secondary path and acoustic feedback path to reduce the required real-time computations if adaptive controllers are applied.
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CiteScore
3.70
自引率
0.00%
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0
审稿时长
11 weeks
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