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The smaller the data amplitude, the higher the attenuation imposed by the SigShrink function.
The MSC can provide accurate waveform data (amplitude and phase) of magnetic field components because of its robustness even in plasma and radiation environments.
To demonstrate how this approach performs on noisy data, random noise with an amplitude equal to 0.07% of the maximum data amplitude was added to the gravity data set shown in Fig. 3(a).
Since the ISI coefficients have small weight compared to useful data amplitude, both (B.2) and (B.3) have power that is small compared to the useful signal power.
Fig. 4 (a) random noise with amplitude equal to 0.07% of the maximum data amplitude was added to the gravity data set shown in Fig. Fig. 3(a), (b) NSTD map of the data in (a), (c) Edge map of the data in (a) obtained by the proposed edge operators.
Fig. 7 (a) random noise with amplitude equal to 0.07% of the maximum data amplitude was added to the gravity data set shown in Fig. 6(a), (b) NSTD map of the data in (a), (c) Edge map of the data in (a) obtained by the proposed edge operators.
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Additional chemical quench data, stopped-flow fluorescence data, fluorescence emission data, amplitudes and rate constants corresponding to the fitted curves throughout this study (Tables S1 and S2).
In this paper, we deal with a general missing-data spectral estimation problem for which we develop two nonparametric missing-data amplitude and phase estimation (MAPES) algorithms, both of which make use of the expectation maximization (EM) algorithm.
One of the most well-known techniques is the gapped-data amplitude and phase estimation method, which estimates the integrated spectrum by designing narrowband filters to interpolate missing data [8].
Outcomes were categorized based on our own normative data (SNAP amplitude ≥10 µV for age <65 years, SNAP amplitude ≥5 µV for age ≥65 years, nerve conduction velocity >40 m/s for all ages).
For each frequency band, we choose 10-min-long data having amplitude of smaller than 10 times of the average RMS amplitude of ambient noise recorded in 2012.
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