基于在线二次路径建模和频率失配补偿的鲁棒窄带有源噪声控制系统

Yaping Ma, Yegui Xiao, Liying Ma, K. Khorasani, Jian-ming Ding, Jianhui Lin
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引用次数: 0

摘要

窄带有源噪声控制(ANC, NANC)系统在抑制旋转机械产生的恼人噪声信号方面具有优异的性能,这些噪声信号可能被建模为加性噪声中的正弦信号。在实际应用中,NANC系统需要解决二次路径建模(SPM)和频率失配(FM)两个重要问题,即非声学定时信号传感器的误差,以实现足够的降噪。本文提出了一种新的鲁棒NANC系统,该系统包含三个子系统,即:1)在线副路径建模子系统,用于跟踪时变副路径;2)调频补偿子系统,为每个ANC信道提供修改频率;3)成本降低子系统,无论目标频率的多少,只放置两个x滤波块。这三个子系统无缝集成,使得整个NANC系统在降噪和计算效率方面都具有很大的优势。仿真结果以及在实际噪声中的应用证明了该系统的有效性、性能和鲁棒性。
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A new robust narrowband active noise control system with online secondary-path modeling and frequency mismatch compensation
Narrowband active noise control (ANC, NANC) systems provide excellent performance in suppressing the annoying noise signals generated by rotating machines, which may be modeled as sinusoidal signals in additive noise. In realworld applications, two important issues including secondary path modeling (SPM) and frequency mismatch (FM), namely, the error of the nonacoustic timing signal sensor, need to be addressed by the NANC system in order to achieve sufficient noise reduction. In this paper, a new robust NANC system is proposed which contains three subsystems, namely: 1) an online secondary-path modeling subsystem designed to track the time-varying secondary path, 2) an FM compensation subsystem providing modified frequencies to every ANC channel, and 3) a cost reduction subsystem where only two x-filtering blocks are placed regardless of the number of the targeted frequencies. The three subsystems are seamlessly integrated such that the entire NANC system enjoys great advantages in both noise reduction and computational efficiency. Simulation results as well as application to real noise are conducted to demonstrate the effectiveness and capabilities as well as robustness of our proposed system.
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