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Thick black horizontal line = median of observations, box = 25 75% quantile of observations (length = interquartile range), whiskers = last observation within 1.5 times the interquartile range the edge of the box, black dots = observations farther than 1.5 time the interquartile range from the edge of the box.
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This shift in the observed dynamics when the observation length scale is decreased is discussed in terms of the synchronization of small-scale events.
It can be observed that the performance improves significantly with the increasing of the observation length N, approaching a limit about 0.5 dB away from the performance of ANC-DM[7] under no Doppler shift with N = 64.
The observation length parameter is set to, which leads to a total observation length of for each block.
The above-described loop repeats for each selected window, which occurs during the observation length of.
Let ŝ 2 k - n k = 0 N be the detection results during the observation length of N for the signal transmitted by S2.
It is clearly shown that our sparse CCA based on rank-1 matrix approximation provide the best results for all SNR range and all observation length.
Figure 8 shows the complexity of the proposed DOA estimation schemes as a function of the observation length (expressed in number of data blocks per frame).
Extensive Monte Carlo simulations, using dynamic factor models, clarify the relationship between the achieved reduction in forecast variance and various design parameters, such as the observation length, the number of predictors, and the length of the forecast horizon.
The plots in this figure are of the area under the ROC curves (AUCs) to analyze the sensitivity to the observation length N. Details about this figure can be found in subsection with the heading Experiment 4 in Section 6.
(mathcal {M}observation length, L, mathcal{M}=leftlceil {2W LT_{s}} rightrceil + 1. (17).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com