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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4. Extensions to <strong>the</strong> L2S Model1140.94-QAM16-QAM64-QAM124-QAM16-QAM64-QAM0.80.7108m=0m=1m=2m=30.660.540.420.31 2 3 4 5 6 7 8 9 10 11 12 13 14 15MCS01 2 3 4 5 6 7 8 9 10 11 12 13 14 15MCSFigure 4.5: Inner (r m ) <strong>and</strong> outer (N m rep) code rates for HARQ modeling.Table 4.1.: Turbo code code rates (r m ) for HARQ modeling.Modulation Total r m4-QAM 4 1/1.70, 1/2.29, 1/2.44, 1/3.0016-QAM 6 1/1.67, 1/2.09, 1/2.42, 1/2.72, 1/2.83, 1/3.0064-QAM 161/1.08, 1/1.18, 1/1.34, 1/1.53, 1/1.81, 1/1.83,1/1.93, 1/2.08, 1/2.21, 1/2.28, 1/2.56, 1/2.58,1/2.68, 1/2.83, 1/2.96, 1/3.0026Figure 4.6 shows, for MCS 6, a BLER comparison after each retransmission <strong>and</strong> <strong>the</strong>coding/repetition gain (10% BLER points marked). It is seen that most <strong>of</strong> <strong>the</strong> codinggain is always concentrated on <strong>the</strong> first retransmissions, while for retransmissionindexes higher than rv 1 , almost no r c -encoded bits remain to be transmitted. whilewith a repetition code, a gain <strong>of</strong> 3 dB would be obtained, due to <strong>the</strong> coding gain <strong>of</strong><strong>the</strong> IR bits, a higher 5.7 dB gain is obtained.As new r c -encoded bits become depleted, r m converges to r c = 1/3, as observed on<strong>the</strong> second <strong>and</strong> third retransmissions.The accuracy <strong>of</strong> <strong>the</strong> model is evaluated, for each MCS, in terms <strong>of</strong> <strong>the</strong> deviation<strong>of</strong> <strong>the</strong> simulated <strong>and</strong> modeled 10 % BLER points. It is evaluated for AWGN <strong>and</strong>ITU Pedestrian-B channels <strong>and</strong> is depicted in Figure 4.7. Alternatively, Table 4.2lists <strong>the</strong> average deviation in dB obtained for each retransmission index <strong>and</strong> MCS,grouped by modulation alphabet.Focusing on <strong>the</strong> more realistic frequency selective case, it is observed that exceptfor <strong>the</strong> case <strong>of</strong> 64-QAM <strong>and</strong> rv idx > 2, <strong>the</strong> predicted BLER values show an averagedeviation lower than 0.4 dB. However, as in <strong>the</strong> case <strong>of</strong> <strong>the</strong> precoder precalculationshown in Appendix A, what is important is an analysis <strong>of</strong> <strong>the</strong> relevance <strong>of</strong> <strong>the</strong>56