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Determination of statistical upper bound for estimate of noise power spectral density

机译:确定用于估计噪声功率谱密度的统计上限

摘要

Systems/methods for computing a power spectral density estimate for a noise signal. Where the noise signal appears in two channels (a single channel), n successive data acquisitions from the two channels (the single channel) are used to compute n respective cross (power) spectral densities, which are then averaged. The averaged cross (power) spectral density may then be smoothed in the spectral domain. The magnitude of the smoothed cross (power) spectral density comprises an estimate for the noise power spectral density. An effective number of independent averages may be computed based on the number n, the time-domain window applied to the acquired sample sets, the amount of overlap between successive sample sets, and the shape of the frequency-domain smoothing function. A statistical error bound (or uncertainty measure) may be determined for the power spectral density estimate based on the effective number of averages and the averaged single-channel and cross-channel spectral estimates.
机译:用于计算噪声信号的功率谱密度估计的系统/方法。当噪声信号出现在两个通道(一个通道)中时,从两个通道(单个通道)中获取n次连续数据采集可用于计算n个各自的交叉(功率)频谱密度,然后将其平均。然后可以在频谱域中对平均的交叉(功率)频谱密度进行平滑。平滑的交叉(功率)频谱密度的大小包括对噪声功率频谱密度的估计。可以基于数量n,应用于获取的样本集的时域窗口,连续样本集之间的重叠量以及频域平滑函数的形状来计算独立平均值的有效数量。可以基于平均的有效数量以及平均的单通道和跨通道频谱估计为功率频谱密度估计确定统计误差范围(或不确定性度量)。

著录项

  • 公开/公告号US8712951B2

    专利类型

  • 公开/公告日2014-04-29

    原文格式PDF

  • 申请/专利权人 EDWARD B. LOEWENSTEIN;

    申请/专利号US201113273040

  • 发明设计人 EDWARD B. LOEWENSTEIN;

    申请日2011-10-13

  • 分类号G06N5/02;

  • 国家 US

  • 入库时间 2022-08-21 16:00:02

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