Algorithm 1. Kriging-aided process. |
Designing the path loss: |
1: |
Tune the parameters and in (4) from the tuning dataset. |
2: |
Extract shadowing from (5). |
3: |
Generate shadowing trough the Kriging-aided process: variogram and interpolation. |
Modeling the variogram: |
4: |
Calculate the experimental variogram. |
5: |
Summarize the experimental variogram. |
6: |
Fit a parametric curve. |
7: |
if variogram fits to the first 3 lags then
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Kriging interpolation: |
8: |
Create the scenario through a grid. |
9: |
Ordinary Kriging constraint:
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10: |
Calculate the weights and the Lagrange multiplier. |
11: |
Estimate trough the weighted average of the neighboring points. |
Estimating the path loss: |
12: |
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