virtualModem/matlab/data_processing.m

100 lines
3.1 KiB
Matlab

%
% Network Lab session data processing
%
% author:
% Christos Choutouridis AEM:8997
% cchoutou@ece.auth.gr
% Select title font size
titleFontSize =10;
max_echoDist =350;
max_arqDist =600;
% Select witch session using MATLAB comments. Ctrl-T/CtrlR
% session 1
% Ecode = 'E7837';
% Qcode = 'Q5137';
% Rcode = 'R8316';
% Etime = '2020-04-11-19:00:52';
% ARQtime = '2020-04-12-12:46:05';
% session 2
Ecode = 'E1510';
Qcode = 'Q1643';
Rcode = 'R7877';
Etime = '2020-04-14-16:12:13';
ARQtime = '2020-04-15-11:00:14';
% make titles and filenames
file_echo = sprintf('%s-%s.log', Ecode, Etime);
file_arq = sprintf('%s-%s-%s.log', Qcode, Rcode, ARQtime);
title_Echo = sprintf('\\fontsize{%d}Code:%s Timestamp:%s', titleFontSize, Ecode, Etime);
title_echoDist = sprintf('\\fontsize{%d}%s: Response time distribution', titleFontSize, Ecode);
title_ARQ = sprintf('\\fontsize{%d}Code:%s/%s Timestamp:%s', titleFontSize, Qcode, Rcode, ARQtime);
title_ARQDist = sprintf('\\fontsize{%d}%s/%s: Response time distribution', titleFontSize, Qcode, Rcode);
title_ARQ_bar = sprintf('\\fontsize{%d}Distribution of ARQ Transmissions', titleFontSize);
title_ARQ_norm = sprintf('\\fontsize{%d}Propability Distribution of ARQ Re-transmissions', titleFontSize);
% Echo mechanism
[Fe Te] = Echo_time (file_echo); % analyze Echo timing
figure('Position', [0 0 1024 600]); % G1: response time
stairs (Te);
title (title_Echo);
xlabel('Package Nbr');
ylabel('Response time [msec]');
figure('Position', [0 0 1024 600]); % G1 helper: Response time distribution
bar (Fe(1:max_echoDist));
title (title_echoDist);
xlabel('Response time [msec]');
ylabel('Packages');
% ARQ mechanism - time analysis
[Fqr, Tqr] = ARQ_time (file_arq); % analyze ARQ timing
figure('Position', [0 0 1024 600]); % G2: response time
stairs(Tqr);
title (title_ARQ);
xlabel('Package Nbr');
ylabel('Response time [msec]');
figure('Position', [0 0 1024 600]); % G2 helper: Response time distribution
bar (Fqr(1:max_arqDist));
title (title_ARQDist);
xlabel('Response time [msec]');
ylabel('Packages');
% ARQ mechanism - error analysis
[x, Fe, l, ber] = ARQ_error (file_arq); % analyze ARQ error
Fe_norm = Fe / sum(Fe); % normalize ARQ error
ft = fittype('a*exp(-b*x)'); % curve fiting
[fitFe] = fit (x, Fe_norm, ft);
figure('Position', [0 0 1024 900]); % Error distribution analysis
subplot(2,1,1);
b = bar(Fe);
xtips = b.XEndPoints;
ytips = b.YEndPoints;
labels = string(b.YData);
text(xtips,ytips,labels,'HorizontalAlignment','center','VerticalAlignment','bottom');
title (title_ARQ_bar);
xlabel('Number of Transmissions');
ylabel('Number of packages');
t = sprintf ('Average tries / pkg = %g', l);
text (8, max(Fe), t);
t = sprintf ('Bit error rate = %g', ber);
text (8, max(Fe)*0.92, t);
subplot(2,1,2); stem(x, Fe_norm); % G3 helper: Normalized and curve fiting
hold on
plot (fitFe);
title (title_ARQ_norm);
xlabel('Number of Re-transmissions');
ylabel('Package %');
txt = sprintf ('\\leftarrow %gexp(-%gx)', fitFe.a, fitFe.b);
text(0.5, fitFe.a*exp(-fitFe.b*0.5), txt);