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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3. Physical Layer <strong>Modeling</strong> <strong>and</strong> <strong>LTE</strong> <strong>System</strong> <strong>Level</strong> SimulationIn Figure 3.19, <strong>the</strong> pathloss L dB from <strong>the</strong> attached eNodeB is shown green, while <strong>the</strong>pahtloss from <strong>the</strong> three interferers are marked red (L + X dB pathloss). Thermalnoise is considered negligible compared to <strong>the</strong> received interferer power <strong>and</strong> setaccordingly in <strong>the</strong> link level simulator.Figure 3.20 shows <strong>the</strong> throughput results for <strong>the</strong> described scenarios, both for systemlevel (blue), <strong>and</strong> link level (red). With <strong>the</strong> addition <strong>of</strong> a power <strong>of</strong>fset between <strong>the</strong>target eNodeB <strong>and</strong> <strong>the</strong> interferers, <strong>and</strong> <strong>the</strong> consideration <strong>of</strong> negligible <strong>the</strong>rmal noise,<strong>the</strong> employed simulation parameters are analogous to those in Section 3.2.1. Relativethroughput difference results compared to link level throughput results are listed inTable 3.6, for both <strong>the</strong> with 15 dB <strong>and</strong> 20 dB <strong>of</strong>fset cases.Table 3.6.: Relative throughput difference (compared to link level results).SISO 2×2 TxD 2×2 OLSM 2×2 CLSM 4×4 CLSM15 dB <strong>of</strong>fset 12.15% 10.20% 5.28% 15.41% 4.54%20 dB <strong>of</strong>fset 8.75% 7.28% 2.96% 2.81% 4.18%3.2.3. Comparison with o<strong>the</strong>r MIMO <strong>LTE</strong> Link-to-system Model ResultsPublished throughput results <strong>of</strong> <strong>LTE</strong> MIMO L2S models such as those presentedin this work, employed in a well-defined scenario <strong>and</strong> with a well-described set <strong>of</strong>simulation parameters are not easy to find.While some comparisons <strong>of</strong> resultsfrom different 3GPP member companies for simple 1×2 scenarios can be foundin [105, 106], no analogous MIMO results could be found. Open source simulatorssuch as [93, 95] could not be used because <strong>of</strong> <strong>the</strong>ir lack <strong>of</strong> detailed MIMO modeling.Unfortunately, <strong>the</strong> only similar results found, to <strong>the</strong> author’s knowledge, are thosein [107], with which a throughput results comparison in shown in Figure 3.21.F(x)10.90.80.70.60.50.40.30.20.10DOCOMOVienna UT0 1 2 3 4 5 6UE throughput [Mbit/s]Figure 3.21: Throughput ecdf results on <strong>the</strong> scenario defined in [107]. Red line: resultsfrom [107]. Black line: results from <strong>the</strong> Vienna system level simulator.49