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Local variations are smoothed out and large deviations between the user density and the crowd density can be observed.
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Section 5.3 shows the existence of a linear relation between the crowd density and the user density.
To understand the influence, we vary the kernel radius R between 5 m < R < 150 m. Figure 7(b) depicts the influence of the kernel radius on the correlation between the crowd density and the user density.
We compared crowd density estimates to ground truth information obtained from video footage: For a kernel radius of R = 55 m, the average calibration error is 0.36 m − 2. Further, a correlation coefficient of 0.83 indicates that a linear relation between the crowd density and the user density can be assumed.
The user density varies between 200 and 1000 users/km2 and α varies between -5 and 5.
Additionally, the user density is 0.0002 [42].
The assignment takes into account also the user density: (21).
The user density is λ u = 100 users/km2.
The maximum number of users connected to a femtocell is assumed according to the user density.
The user density ρ User depends on the kernel radius R of Equation 1.
Users will obtain high capacity when the user density is low under any of the schemes.
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