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The methodology emphasises the importance of preliminary noise cleaning and stationarisation.
Introducing a preliminary noise reduction step, e.g., using the long-term noise estimate from [18], and estimating α T from the enhanced signal was seen to address this problem.
Since the effects of frequency resolution can best be evaluated for periodic signals, sounds produced by musical instruments were used in this study, and preliminary noise reduction experiments were performed.
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The paper is organized as follows: Section 2 presents the preliminary of the speckle noise model, the BayesShrink and BiShrink methods, as well as noise estimations and signal variances.
In this step, a generalized matched filter is used to isolate a set of preliminary spikes from the noise.
Although there is a problem of reliability due to noise, the preliminary functional differences and underlying principles are worthy of further investigation.
Therefore, it is preliminary and essential to remove noise and speckles in the spectrogram of the Doppler ultrasound signal.
In Figure 2, we compare the AUC plots Xx of the detectors under study in order to further analyze the effects of noise power uncertainty preliminary highlighted in Experiment 1.
The results gathered, including a preliminary characterization of the electromagnetic noise generated by the unit, are presented and show that the overall thruster performance is not influenced by the thruster aging.
MRI filtering was implemented as a preliminary step to decrease the noise, which replaces the signal of a pixel according to the neighbouring pixels.
In our preliminary analyses we developed other candidate noise metrics, including the variance of noise exposure across census blocks within each zip code and percentage of population above various noise thresholds, but focused on the population weighted average and 90th centile noise exposure given their distribution of values and interpretability.
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