Real time reduction of HVAC noise using a FPGA

P. Kasbekar, A. Wisler, I. Panahi
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引用次数: 2

Abstract

An important application of Active Noise Control (ANC) is to reduce noise produced by machinery in modern living places. We present an ANC system that is designed to cancel narrowband noise generated from the compressor of an HVAC (Heating, Ventilation, and Air-Conditioning) system in real time. To achieve cost effectiveness of the system, we propose a single-channel Feedback ANC implementation, which uses only a single speaker and a single microphone. The ANC algorithm is implemented on a NI 7833R Reconfigurable I/O (RIO) FPGA board. A leakage factor is required to ensure stability of the system because of the inherent quantization error in fixed-point implementation of ANC algorithms. To alleviate the effect of quantization error, the fixed-point length is increased from 24 bits to 32 bits, to improve the performance. By correctly choosing the leakage factor, the Leaky Feedback ANC implementation allows for stable reduction of the HVAC compressor noise ranging from 4.59 to 10.73 decibels (dB).
利用FPGA实时降低暖通空调噪声
主动噪声控制(ANC)的一个重要应用是降低现代生活场所中机械产生的噪声。我们提出了一个ANC系统,该系统旨在实时消除HVAC(采暖、通风和空调)系统压缩机产生的窄带噪声。为了实现系统的成本效益,我们提出了一个单通道反馈ANC实现,它只使用一个扬声器和一个麦克风。该算法在NI 7833R io (Reconfigurable I/O) FPGA板上实现。由于ANC算法在定点实现时固有的量化误差,需要一个泄漏因子来保证系统的稳定性。为了减轻量化误差的影响,将定点长度从24位增加到32位,以提高性能。通过正确选择泄漏因子,泄漏反馈ANC实现可以稳定地降低HVAC压缩机的噪声,范围从4.59到10.73分贝(dB)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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