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Then, a preliminary parameter sensitivity analysis is performed in a regular scenario.
The following subsections describe first the optimization process in a regular scenario and later explain the extension to irregular scenarios.
Method assessment has been carried out in a dynamic system-level LTE simulator implementing the downlink in a regular scenario.
All the results presented here have been obtained in a regular scenario, where femtocells are located symmetrically in a floor and similarly in all floors.
A preliminary sensitivity analysis shows the impact of tuning P 0 and U UL on network performance in a regular scenario.
Figure 2 Cell-edge throughput performance in regular scenarios with uniform P 0 and U UL. Figure 3 Average user throughput performance in regular scenarios with uniform P 0 and U UL. Based on the behavior observed in Figure 2 and Figure 3, a self-planning algorithm for P 0 and U UL in a regular scenario is designed.
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The above-described optimization algorithm is designed for a regular scenario, resulting in a solution where all cells have the same value of P 0 and U UL.
Mean radius approximation (MRA): A regular scenario, as that in Figure 1, is built for the cell under study i.
Two alternatives are considered, depending on how the regular local scenario is built for a cell i: Mean radius approximation (MRA): A regular scenario, as that in Figure 1, is built for the cell under study i.
In the algorithm, the global network parameter optimization problem is divided into multiple simple optimization problems, one per adjacency, where a regular scenario is assumed.
Figure 2(a) shows the hit rate values obtained with a 5% cache size in the regular scenario (i.e., the cache starts empty).
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CEO of Professional Science Editing for Scientists @ prosciediting.com