|
| 1 | +# --- testingChannelApplication.jl |
| 2 | +# --- |
| 3 | +# Description |
| 4 | +# Testing how wo apply time varying channel model |
| 5 | +# --- |
| 6 | +# Syntax |
| 7 | +# include("testingChannelApplication.jl"); |
| 8 | +# --- |
| 9 | +# v 1.0 - Robin Gerzaguet. |
| 10 | + |
| 11 | + |
| 12 | +module example_multipathChannel |
| 13 | + |
| 14 | +# ---------------------------------------------------- |
| 15 | +# --- Modules |
| 16 | +# ---------------------------------------------------- |
| 17 | +# --- External |
| 18 | +using Plots |
| 19 | +using Printf |
| 20 | +using DSP |
| 21 | +using FFTW |
| 22 | +# --- Custom |
| 23 | +using DigitalComm |
| 24 | + |
| 25 | +# ---------------------------------------------------- |
| 26 | +## --- Functions |
| 27 | +# ---------------------------------------------------- |
| 28 | +# --- Tx scheme |
| 29 | +function minimalPhy(nbSymb,mcs,ofdm) |
| 30 | + # Minimal transmitter scheme |
| 31 | + nbSubcarriers = length(ofdm.allocatedSubcarriers); # Subcarrier length |
| 32 | + nbBits = Int(nbSymb * nbSubcarriers * log2(mcs)); # nbBits |
| 33 | + bitSeq = genBitSequence(nbBits); # Binary sequence |
| 34 | + qamSeq = bitMappingQAM(mcs,bitSeq); # QAM generation |
| 35 | + qamMat = reshape(qamSeq,nbSubcarriers,nbSymb); # QAM matrix |
| 36 | + sigId = genSig(qamMat,ofdm); # OFDM signal |
| 37 | + return sigId; |
| 38 | +end |
| 39 | +function zeroPad(x,n) |
| 40 | + if n > length(x) |
| 41 | + out = [x;zeros(n-length(x))]; |
| 42 | + else |
| 43 | + out = x; |
| 44 | + end |
| 45 | + return out; |
| 46 | +end |
| 47 | +# --- Receiver equalizer |
| 48 | +function minimalEqualizer(qamRx,ofdm,strucChan) |
| 49 | + # Simple ZF equalisation scheme: |
| 50 | + qamEq = zeros(Complex{Float64},size(qamRx)); |
| 51 | + firAll = zeros(Complex{Float64},ofdm.nFFT,size(qamRx,2)); |
| 52 | + for iN = 1 : 1 : size(qamRx,2) |
| 53 | + # --- Getting all channel samples in current symbol |
| 54 | + # We get a nFFT x nbTaps matrix (all channel taps in current symbol) |
| 55 | + # We will consider that channel is constant, and that channel of interest |
| 56 | + # is at the middle of the OFDM symbol |
| 57 | + if Bool(strucChan.timeVarying) |
| 58 | + currChan = strucChan.cir[(iN-1)*(ofdm.nFFT+ofdm.nCP) + ofdm.nCP + ofdm.nFFT÷2,:]; |
| 59 | + else |
| 60 | + # COnstant FIR |
| 61 | + currChan = strucChan.cir; |
| 62 | + end |
| 63 | + # Switch to frequency domain |
| 64 | + firFreq = fft(zeroPad(currChan,ofdm.nFFT)); |
| 65 | + qamEq[:,iN] = qamRx[:,iN] ./ firFreq[ofdm.allocatedSubcarriers]; |
| 66 | + firAll[:,iN] = firFreq; |
| 67 | + end |
| 68 | + return qamEq,firAll; |
| 69 | +end |
| 70 | + |
| 71 | +function plotFIR(fir,ofdm,samplingFreq) |
| 72 | + # --- Calculate freq axis |
| 73 | + freqAx = (((0:1:ofdm.nFFT-1) ./ ofdm.nFFT) .- 0.5) .* samplingFreq; |
| 74 | + firC = circshift(10*log10.(abs2.(fir)), ofdm.nFFT ÷2); |
| 75 | + pObj = plot(freqAx,firC[:,1],label="First Channel"); |
| 76 | + plot!(pObj,freqAx,firC[:,end],label="Last Channel"); |
| 77 | + xlabel!("Frequency [Hz]"); |
| 78 | + ylabel!("Channel magnitude"); |
| 79 | + return pObj; |
| 80 | +end |
| 81 | + |
| 82 | + |
| 83 | +function main() |
| 84 | + # ---------------------------------------------------- |
| 85 | + # --- Parameters |
| 86 | + # ---------------------------------------------------- |
| 87 | + sizeFFT = 1024; |
| 88 | + carrierFreq = 5.2e9; |
| 89 | + speed = 1300; |
| 90 | + samplingFreq = 15.36e6; |
| 91 | + allocatedSubcarriers= getLTEAlloc(sizeFFT); |
| 92 | + |
| 93 | + # ---------------------------------------------------- |
| 94 | + # --- Minimal Phy |
| 95 | + # ---------------------------------------------------- |
| 96 | + # --- Init OFDM structure |
| 97 | + ofdm = initOFDM( |
| 98 | + sizeFFT, # --- nFFT : FFT size |
| 99 | + 72, # --- nCP : CP size |
| 100 | + allocatedSubcarriers, # --- allocatedSubcarriers : Subcarrier allocation |
| 101 | + ); |
| 102 | + # --- Init parameters |
| 103 | + sigId = minimalPhy(14,4,ofdm); |
| 104 | + # ---------------------------------------------------- |
| 105 | + # --- Multipath Channel |
| 106 | + # ---------------------------------------------------- |
| 107 | + # --- profile |
| 108 | + profile = "etu"; |
| 109 | + # --- Channel object |
| 110 | + channelObj = initChannel(profile,carrierFreq,samplingFreq,speed); |
| 111 | + # --- Channel instance |
| 112 | + strucChan0 = getChannel(length(sigId),channelObj,-1); |
| 113 | + # ---------------------------------------------------- |
| 114 | + # --- Channel application |
| 115 | + # ---------------------------------------------------- |
| 116 | + sigChan = applyChannel(sigId,strucChan0); |
| 117 | + qamRx = ofdmSigDecode(sigChan,ofdm); |
| 118 | + scatter(qamRx[:]) |
| 119 | + # ---------------------------------------------------- |
| 120 | + # --- Setting a minimal equalizer |
| 121 | + # ---------------------------------------------------- |
| 122 | + # --- Assuming a perfect CSI |
| 123 | + qamEq,firFreq = minimalEqualizer(qamRx,ofdm,strucChan0) |
| 124 | + # |
| 125 | + pObj = scatter(qamRx[:],xlims=(-1,1),ylims=(-1,1),label="before eq."); |
| 126 | + scatter!(pObj,qamEq[:],xlims=(-1,1),ylims=(-1,1),label="after eq."); |
| 127 | + display(pObj); |
| 128 | + # |
| 129 | + pObj2 = plotFIR(firFreq,ofdm,samplingFreq); |
| 130 | + display(pObj2); |
| 131 | + |
| 132 | + |
| 133 | +end |
| 134 | + |
| 135 | +end |
0 commit comments