System Level Modeling and Optimization of the LTE Downlink
System Level Modeling and Optimization of the LTE Downlink
System Level Modeling and Optimization of the LTE Downlink
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5. Performance Evaluation <strong>of</strong> Fractional Frequency Reuse in <strong>LTE</strong>1.8(i)(i)Edge throughput [Mbit/s]1.61.41.210.80.6opt. RR fairnesstrade-<strong>of</strong>fopt. PF fairnesstrade-<strong>of</strong>f(ii)2.5 3 3.5 4 4.5Mean throughput [Mb/s](ii)Peak throughput [Mbit/s]98765opt. RR fairness trade-<strong>of</strong>f(i)opt. PF fairness trade-<strong>of</strong>f(i)(ii)(ii)4round robin schedulingproportional fair scheduling2.5 3 3.5 4 4.5Mean throughput [Mb/s]Figure 5.14: Edge (top) <strong>and</strong> peak (bottom) UE throughput vs. mean UE throughput: roundrobin <strong>and</strong> proportional fair scheduling.In Figure 5.14, analogous plots are shown for <strong>the</strong> relationship <strong>of</strong> <strong>the</strong> mean UEthroughput vs. edge <strong>and</strong> peak UE throughput, respectively. As expected from<strong>the</strong> relationship imposed between mean, edge, <strong>and</strong> peak throughput by <strong>the</strong> fairnessconstraint, <strong>the</strong> same effects observed in <strong>the</strong> results shown in Figure 5.13 are observedin Figure 5.14.The most desirable situation would be that <strong>of</strong> a “free” gain also for <strong>the</strong> proportionalfair scheduler, where <strong>the</strong> throughput accomplished in target (i) is higher than that<strong>of</strong> <strong>the</strong> reuse-1 case or when in (ii), higher fairness values can be achieved withoutdecreasing throughput. However, as seen from <strong>the</strong> results in Figures 5.13 <strong>and</strong> 5.14,this is not possible.While 30 UEs per cell can be considered a big enough number to be consideredanalogous to a continuous distribution, it is also necessary to evaluate <strong>the</strong> performance<strong>of</strong> FFR in less loaded situations. To this effect, for <strong>the</strong> optimum trade-<strong>of</strong>fpoints listed as (i) (maximum fairness) <strong>and</strong> (ii) (maximum throughput without fair-78