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This template results in even more spatial correlation than the diagonal and empty cross templates.
However, the empty cross template experiences more spatial correlation with the central block than the diagonal template.
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PMc and endotoxin show generally more moderate spatial correlations; endotoxin is the most spatially heterogeneous of the group.
It is therefore valid to expect that scatterer clusters in the vicinity of the MS will have a higher associated power, contributing more to the spatial correlation between the receiving antennas.
As shown in [35], for points separated by more than the spatial correlation distance, i.e. ∥x i −x j ∥≫δ, the variance of the shadowing loss is var { SL ~ i, j } ≈ σ 2. Below are the links to the authors' original submitted files for images.
In contrast, when odor cues were introduced (S4 S6), that were arranged in a fixed constellation, the place fields became by comparison significantly more stable, with higher spatial correlation between S4 S5 (mean ± SEM: 0.69 ± 0.04) and between S5 S6 (mean ± SEM: 0.65 ± 0.05) (Fig. 4 a).
The SIR process is repeated for the next sets of blocks using all the previously decoded sets, thus benefitting more and more from the video frame's spatial correlation.
Spatial variability (described by the width of the box plot) was present to varying degrees for correlations within the AQ and PE metrics, with more spatial variability present for local local pollutant correlations than for regional regional pollutant correlations, especially for the CO EC and NOx EC pairs.
This covariation can be modelled using a multivariate geostatistical approach, namely, the linear model of coregionalisation (LMCR), which deals with data on two (or more) correlated variables that together exhibit spatial correlation.
The improvement obtained by motion refinement, by exploiting also the spatial correlation, is more pronounced for low temporal correlation.
A more detailed analysis of the spatial correlation in the SCM channel can be found in [38].
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