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A novel acoustic feedback compensation filter for nonlinear active noise control system

机译:用于非线性有源噪声控制系统的新型声反馈补偿滤波器

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摘要

The acoustic feedback is widely seen in the active noise control (ANC) system for short acoustic duct such as the intake system of an automobile engine, which severely destabilizes the stability of the original ANC system. The conventional acoustic feedback compensation methods based on 11R filter can only be applied to the linear acoustic path and is not suitable for a nonlinear ANC (NANC) system. To solve this problem, this paper proposes a Volterra recursive even mirror Fourier nonlinear (VREMFN) filter, which can effectively suppress both linear acoustic feedback and nonlinear acoustic feedback in the NANC system. In this paper, we show the solutions for the linear acoustic feedback and nonlinear acoustic feedback of VREMFN and discuss its stability condition. Moreover, a new leaky normalized LMS algorithm is also developed to further improve the performance of NANC system based on VREMFN. Simulated results comparing I1R, Volterra and VREMFN based on parameter adaptive algorithm (PAA), FXLMS and FULMS show that the proposed VREMFN dramatically improves the noise reduction performance of NANC system both in linear acoustic feedback path and nonlinear acoustic feedback path. Furthermore, two experiments with different acoustic feedback paths also demonstrate the effectiveness of the proposed VREMFN.
机译:声反馈在用于短声管道的主动噪声控制(ANC)系统中广泛看出,例如汽车发动机的进气系统,这严重稳定地稳定了原始ANC系统的稳定性。基于11R滤波器的传统声反馈补偿方法只能施加到线性声学路径上,并且不适用于非线性ANC(NANC)系统。为了解决这个问题,本文提出了Volterra递归甚至镜面傅里叶非线性(VREMFN)滤波器,其可以有效地抑制NANC系统中的线性声反馈和非线性声学反馈。在本文中,我们展示了VREMFN的线性声学反馈和非线性声学反馈的解决方案,并讨论了其稳定性条件。此外,还开发了一种新的泄漏标准化LMS算法,以进一步提高基于VREMFN的NANC系统的性能。基于参数自适应算法(PAA),FXLMS和FULM的模拟结果比较I1R,Volterra和VREMFN,表明所提出的VREMFN在线性声反馈路径和非线性声学反馈路径中的NANC系统的降噪性能显着提高了NANC系统的降噪性能。此外,具有不同声反馈路径的两个实验也证明了所提出的vREMFN的有效性。

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