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A Countermeasure Method for Background Noise in the State Estimation of Sound and Electromagnetic Environment

机译:声电磁环境状态估计中背景噪声的对策方法

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摘要

The observed phenomena in actual sound and electromagnetic environment are inevitably contaminated by the background noise of arbitrary distribution type. Therefore, in order to evaluate sound and electromagnetic environment, it is necessary to establish some signal processing methods to remove the undesirable effects of the background noise. In this paper, we propose noise cancellation methods for estimating a specific signal with the existence of background noise of non-Gaussian distribution from two viewpoins of static and dynamic signal processing. By applying the well-known least mean squared method for the moment statistics with several orders, practical methods for estimating the specific signal are derived. The effectiveness of the proposed theoretical methods is experimentally confirmed by applying them to estimation problems in actual sound and magnetic field environment.
机译:在实际的声音和电磁环境中观察到的现象不可避免地受到任意分布类型的背景噪声的污染。因此,为了评估声音和电磁环境,有必要建立一些信号处理方法以消除背景噪声的不良影响。在本文中,我们提出了噪声消除方法,用于从静态和动态信号处理的两个观点来估计存在非高斯分布背景噪声的特定信号。通过将众所周知的最小均方方法应用于具有多个阶次的矩统计,可以得出用于估计特定信号的实用方法。通过将理论方法应用于实际声音和磁场环境中的估计问题,实验证实了所提出理论方法的有效性。

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