%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % All rights reserved by Krishna Pillai, http://www.dsplog.com % The file may not be re-distributed without explicit authorization % from Krishna Pillai. % Checked for proper operation with Octave Version 3.0.0 % Author : Krishna Pillai % Email : krishna@dsplog.com % Version : 1.0 % Date : 08 August 2009 % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Script for computing the SNR loss due to frequency offset in OFDM modulation clear all nFFT = 64; % fft size nDSC = 52; % number of data subcarriers nBitPerSym = 52; % number of bits per OFDM symbol (same as the number of subcarriers for BPSK) nSym = 1; % number of symbols freqOffsetkHz_v = [-200:10:200]; EbN0dB = 30; % bit to noise ratio EsN0dB = EbN0dB + 10*log10(nDSC/nFFT) + 10*log10(64/80); % converting to symbol to noise ratio for ii = 1:length(freqOffsetkHz_v) % Transmitter ipBit = ones(1,nBitPerSym*nSym) > 0.5; % random 1's and 0's ipMod = 2*ipBit-1; % BPSK modulation 0 --> -1, 1 --> +1 ipMod = reshape(ipMod,nBitPerSym,nSym).'; % grouping into multiple symbolsa % Assigning modulated symbols to subcarriers from [-26 to -1, +1 to +26] xF = [zeros(nSym,6) ipMod(:,[1:nBitPerSym/2]) zeros(nSym,1) ipMod(:,[nBitPerSym/2+1:nBitPerSym]) zeros(nSym,5)] ; % Taking FFT, the term (nFFT/sqrt(nDSC)) is for normalizing the power of transmit symbol to 1 xt = (nFFT/sqrt(nDSC))*ifft(fftshift(xF.')).'; % Appending cylic prefix xt = [xt(:,[49:64]) xt]; % Concatenating multiple symbols to form a long vector xt = reshape(xt.',1,nSym*80); % Adding frequency offset xt = xt.*exp(j*2*pi*freqOffsetkHz_v(ii)*(1e3/20e6)*[0:length(xt)-1]); % Gaussian noise of unit variance, 0 mean nt = 1/sqrt(2)*[randn(1,nSym*80) + j*randn(1,nSym*80)]; % Adding noise, the term sqrt(80/64) is to account for the wasted energy due to cyclic prefix yt = sqrt(80/64)*xt + 10^(-EsN0dB/20)*nt; % Receiver yt = reshape(yt.',80,nSym).'; % formatting the received vector into symbols yt = yt(:,[17:80]); % removing cyclic prefix % converting to frequency domain yF = sqrt(64/80)*(sqrt(nDSC)/nFFT)*fftshift(fft(yt.')).'; yMod = yF(:,[6+[1:nBitPerSym/2] 7+[nBitPerSym/2+1:nBitPerSym] ]); err = (yMod - ipMod) ; err = err(:).'; errdB = 10*log10(err*err'/length(err)); errdB_v(ii) = errdB; delta = freqOffsetkHz_v(ii)/312.5; theoryErr =sum(1./(j*2*pi*([-5:5]+delta)).*(exp(j*2*pi*([5:5]+delta))-1)); theoryErr = (theoryErr-1); theoryErr_v(ii) = theoryErr; theoryErrdB(ii) = 10*log10(theoryErr*theoryErr'/length(theoryErr)); theoryErrdB(21) = -EbN0dB; end close all; figure plot(freqOffsetkHz_v./312.5,theoryErrdB,'bs-','LineWidth',2); hold on; plot(freqOffsetkHz_v./312.5,errdB_v,'mx-','LineWidth',2); axis([-0.7 0.7 -30 10]) grid on legend('theory','simulation'); xlabel('freqency offset/subcarrier spacing') ylabel('Error, dB') title('Error magnitude with frequency offset')