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@unalfaruk
Created July 7, 2020 20:49
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% Define parameters
len = 10000; % Length of binary data stream
% Have two binary sources, one 50/50 and the other 90/10 in terms of ones
% and zeros
bin1 = round(rand(1,len)); % 50/50 binary
bin2 = round(0.5*rand(1,len)+0.45); %90/10 binary
% Encode strings of ones in terms of the length of these strings
enc_bin1 = [];
enc_bin2 = [];
for ind = 1:1:len
if (bin1(ind) == 1) % Encoding 50/50
if (ind == 1)
enc_bin1 = 1;
else
enc_bin1(end) = enc_bin1(end)+1;
end
else
enc_bin1 = [enc_bin1 0];
end
if (bin2(ind) == 1) % Encoding 90/10
if (ind == 1)
enc_bin2 = 1;
else
enc_bin2(end) = enc_bin2(end)+1;
end
else
enc_bin2 = [enc_bin2 0];
end
end
% Find size of encoded binary streams
% (assume all one string length values possess the same number of bits)
ind1 = find(enc_bin1 ~= 0);
ind2 = find(enc_bin2 ~= 0);
[largest_ebin1,ind_largest_ebin1] = max(enc_bin1(ind1));
[largest_ebin2,ind_largest_ebin2] = max(enc_bin2(ind2));
numbits1 = length(dec2bin(largest_ebin1)-'0');
numbits2 = length(dec2bin(largest_ebin2)-'0');
total_size_ebin1 = length(ind1)*numbits1 + length(find(enc_bin1 == 0));
total_size_ebin2 = length(ind2)*numbits2 + length(find(enc_bin2 == 0));
Y = [length(bin1), total_size_ebin1; length(bin2), total_size_ebin2];
xLabels = ["50/10 Raw and Encoded","90/10 Raw and Encoded"];
yLabel = "Number of Bits";
f=figure;
b=bar(Y);
f.CurrentAxes.YLabel.String="Number of Bits";
set(gca,'xticklabel',xLabels);
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