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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A. SNR-independence <strong>of</strong> <strong>the</strong> CLSM Precoder ChoiceA. SNR-independence <strong>of</strong> <strong>the</strong> CLSMPrecoder ChoiceThis appendix justifies <strong>the</strong> assumption in Section 3.1.1.3 that <strong>the</strong> optimum precodermatrix choice can be performed independent <strong>of</strong> <strong>the</strong> SNR without any relevant loss<strong>of</strong> accuracy.Noting as ˜H <strong>the</strong> effective channel matrix, which is expressed as <strong>the</strong> channel matrixH multiplied by <strong>the</strong> precoder W, <strong>the</strong> post-equalization SINR (γ) for <strong>the</strong> k-thtransmitted symbol (k-th layer) is expressed asγ ZF,k =1[ ( ) ] −1ρ ˜H H ˜Hkk, (A.1)where ρ denotes <strong>the</strong> E b /N 0 divided by <strong>the</strong> number <strong>of</strong> receive antennas N RX , <strong>and</strong>[·] kk is <strong>the</strong> k-th diagonal element <strong>of</strong> <strong>the</strong> MSE matrix.The total spectral efficiency, denoted as C is <strong>the</strong> sum over <strong>the</strong> K layers, which isexpressed asK∑C = log 2 (1 + γ k ) .k=1(A.2)Via a Singular Value Decomposition (SVD) <strong>of</strong> H, we can express <strong>the</strong> effective channelmatrix product ( ˜H H ˜H) asW H H H HW = W H VΛU H UΛV H W = ( W H V )Λ 2 ( W H V ) H, (A.3)} {{ } } {{ }PP H85