mirror of https://github.com/pvnis/srsRAN_4G.git
Adding matlab files for arbitrary resampler
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function out = arb_resample_linear(sig, rate)
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N = 32;
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M = 8;
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step = (1/rate)*N;
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load('arb_filter.mat');
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figure;plot(Num);title('Filter impulse response');
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[h,w] = freqz(Num, 1);
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figure;plot(20*log10(abs(h)));title('Filter freq response');
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% Create polyphase partition
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poly = reshape(Num, N, M);
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% Filter
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sig = [zeros(1,(M/2)-1) sig];
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k=0;
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acc=0;
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index=0;
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frac=0;
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out = [];
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while k < length(sig)-M
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sig_reg = fliplr(sig(k+1:k+M));
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filt_reg1 = poly(index+1, :);
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filt_reg2 = poly(mod(index+1,N)+1, :);
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res1 = sig_reg*filt_reg1';
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res2 = sig_reg*filt_reg2';
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if index+1 == 32
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res = res1;
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else
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res = res1 + (res2-res1)*frac;
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end
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out = [out res];
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acc = acc+step;
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index = fix(acc);
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while index >= N
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acc = acc - N;
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index = index - N;
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k = k+1;
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end
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frac = abs(acc-index);
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end
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function out = arb_resample_nearest(sig, rate)
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N = 32;
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M = 8;
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step = (1/rate)*N;
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load('arb_filter.mat');
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figure;plot(Num);title('Filter impulse response');
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[h,w] = freqz(Num, 1);
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figure;plot(20*log10(abs(h)));title('Filter frequency response');
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% Create polyphase partition
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poly = reshape(Num, N, M);
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% Filter
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sig = [zeros(1,(M/2)-1) sig];
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k=0;
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acc=0;
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index=0;
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frac=0;
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out = [];
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while k < length(sig)-M
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sig_reg = fliplr(sig(k+1:k+M));
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filt_reg1 = poly(index+1, :);
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res = sig_reg*filt_reg1';
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out = [out res];
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acc = acc+step;
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index = round(acc);
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while index >= N
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acc = acc - N;
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index = index - N;
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k = k+1;
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end
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end
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close all
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clear all
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up = 24;
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down = 25;
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d_rate = up/down;
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Fs = 100; % Arbitrary sample rate (used for displays)
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Fsin = 1;
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% Create a sine wave
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t = 0:1/Fs:1-1/Fs;
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sig = sin(2*pi*t);
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out = arb_resample_nearest(sig,d_rate);
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% matlab resample for comparison
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out2 = resample(sig, up, down);
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figure;hold on;title('Ours and matlabs');
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l = min(length(out), length(out2));
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stem(out(1:l));
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stem(out2(1:l), 'r', 'filled');
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diff = out2(1:l)-out(1:l);
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figure;plot(diff);title('Difference between ours and matlabs');
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figure; hold on;title('Original and resampled - no time scaling');
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stem(sig);
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stem(out, 'r', 'filled');
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% Time align and plot
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figure;hold on;title('Original and resampled - with time scaling');
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stem((1:75)/Fs,real(sig(1:75)));
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stem((1:72)/(Fs*d_rate),real(out(1:72)),'r','filled');
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xlabel('Time (sec)');ylabel('Signal value');
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