采用改进中值滤波器的多频相敏解调方法
Multi-frequency Phase Sensitive Detection with Improved Median Filtering
在生物阻抗测量、电磁无损检测等领域,多频信号检测方法具有重要作用。相敏解调是检测各频率信号幅值、相位的有效工具。相敏解调器可被看作是其源信号的匹配滤波器,且当只有高斯白噪声时其为最优线性滤波器。然而,在一些实际应用中,噪声往往具有显著的冲激特性,持续时间短且强度大。冲激噪声对多频相敏解调器设计提出了挑战。本文介绍了一种用于消除多频相敏解调器冲激噪声的方法。相对于其它线性滤波器,本方法可获得更好的信号噪声比。
Multi-frequency signal detection plays an important role in bio-impedance measurement, EM induction based non-destructive test, etc. The Phase-sensitive detection (PSD) is an effective tool for discriminating the amplitude and phase of each frequency component. The phase sensitive demodulator can be viewed as a matched filter to its source signal and is the optimal linear filter when only Gaussian noise is at presence. In many real applications, however, the noise has also rather distinctive impulsive characteristics. The impulsive noise puts forward a great challenge for the multi-frequency PSD. In this paper, an approach for the reduction of impulsive noise is introduced to improve the performance of multi-frequency PSD. The proposed method is able to achieve better signal-to-noise ratio (SNR) than its linear counterparts in processing digital signal that contaminated by impulsive noise.
郝振华、王化祥、崔自强
电子技术应用无线电、电信测量技术及仪器生物科学现状、生物科学发展
冲激噪声相敏解调中值滤波器数字信号处理
Impulsive noisephase-sensitive detectionmedian filterdigital signal processing.
郝振华,王化祥,崔自强.采用改进中值滤波器的多频相敏解调方法[EB/OL].(2016-05-20)[2025-08-21].http://www.paper.edu.cn/releasepaper/content/201605-907.点此复制
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