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:comments org +#+PROPERTY: header-args:matlab+ :results none +#+PROPERTY: header-args:matlab+ :exports both +#+PROPERTY: header-args:matlab+ :eval no-export +#+PROPERTY: header-args:matlab+ :output-dir figs +#+PROPERTY: header-args:matlab+ :tangle no +#+PROPERTY: header-args:matlab+ :mkdirp yes + +#+PROPERTY: header-args:shell :eval no-export + +#+PROPERTY: header-args:latex :headers '("\\usepackage{tikz}" "\\usepackage{import}" "\\import{$HOME/Cloud/tikz/org/}{config.tex}") +#+PROPERTY: header-args:latex+ :imagemagick t :fit yes +#+PROPERTY: header-args:latex+ :iminoptions -scale 100% -density 150 +#+PROPERTY: header-args:latex+ :imoutoptions -quality 100 +#+PROPERTY: header-args:latex+ :results raw replace :buffer no +#+PROPERTY: header-args:latex+ :eval no-export +#+PROPERTY: header-args:latex+ :exports both +#+PROPERTY: header-args:latex+ :mkdirp yes +#+PROPERTY: header-args:latex+ :output-dir figs +:END: + +* Matlab Init :noexport:ignore: +#+begin_src matlab :tangle no :exports none :results silent :noweb yes :var current_dir=(file-name-directory buffer-file-name) + <> +#+end_src + +#+begin_src matlab :exports none :results silent :noweb yes + <> +#+end_src + +* Parameters +#+begin_src matlab + Ts = 1e-4; +#+end_src + +* Filter White Noise +#+begin_src matlab + Glpf = 1/(1 + s/2/pi/500); + + Gz = c2d(Glpf, Ts, 'tustin'); +#+end_src + +* Load Data +#+begin_src matlab + data = SimulinkRealTime.utils.getFileScopeData('data/apa95ml_5kg.dat').data; +#+end_src + +* Time Domain Data +#+begin_src matlab + figure; + + subplot(1,2,1); + plot(data(:, 3), data(:, 1)) + ylabel('Input Voltage [V]'); xlabel('Time [s]'); + + + subplot(1,2,2); + plot(data(:, 3), data(:, 2)) + ylabel('Output Displacement [m]'); xlabel('Time [s]'); +#+end_src + +* Compute TF estimate and Coherence +#+begin_src matlab + win = hann(ceil(1/Ts)); + + [tf_est, f] = tfestimate(data(:, 1), -data(:, 2), win, [], [], 1/Ts); + [co_est, ~] = mscohere( data(:, 1), -data(:, 2), win, [], [], 1/Ts); +#+end_src + +* Coherence +#+begin_src matlab + figure; + + hold on; + plot(f, co_est, 'k-') + set(gca, 'Xscale', 'log'); set(gca, 'Yscale', 'lin'); + ylabel('Coherence'); xlabel('Frequency [Hz]'); + hold off; +#+end_src + +* Transfer Function +#+begin_src matlab + figure; + ax1 = subplot(2, 1, 1); + hold on; + plot(f, abs(tf_est), 'k-') + set(gca, 'Xscale', 'log'); set(gca, 'Yscale', 'log'); + ylabel('Amplitude'); xlabel('Frequency [Hz]'); + hold off; + + ax2 = subplot(2, 1, 2); + hold on; + plot(f, 180/pi*angle(tf_est), 'k-') + set(gca, 'Xscale', 'log'); set(gca, 'Yscale', 'lin'); + ylabel('Phase'); xlabel('Frequency [Hz]'); + legend(); + hold off; + + linkaxes([ax1,ax2], 'x'); + xlim([10, 5000]); +#+end_src diff --git a/matlab/runtest.m b/matlab/runtest.m new file mode 100755 index 0000000..5521cdb --- /dev/null +++ b/matlab/runtest.m @@ -0,0 +1,56 @@ +tg = slrt; + +%% +f = SimulinkRealTime.openFTP(tg); +mget(f, 'apa95ml.dat'); +% remove file on RT-target +% removefile(f, 'C:\data\data_001.dat') +close(f); + +%% Convert the Data +data = SimulinkRealTime.utils.getFileScopeData('apa95ml.dat').data; + +%% +figure; +subplot(1,2,1); +plot(data(:, 3), data(:, 1)) +subplot(1,2,2); +plot(data(:, 3), data(:, 2)) + +%% +run setup; + +win = hann(ceil(0.1/Ts)); + +[tf_est, f] = tfestimate(data(:, 1), data(:, 2), win, [], [], 1/Ts); +[co_est, ~] = mscohere(data(:, 1), data(:, 2), win, [], [], 1/Ts); + +%% + figure; + + hold on; + plot(f, co_est, 'k-') + set(gca, 'Xscale', 'log'); set(gca, 'Yscale', 'lin'); + ylabel('Coherence'); xlabel('Frequency [Hz]'); + hold off; + +%% + figure; + ax1 = subplot(2, 1, 1); + hold on; + plot(f, abs(tf_est), 'k-', 'DisplayName', 'Identified') + set(gca, 'Xscale', 'log'); set(gca, 'Yscale', 'log'); + ylabel('Amplitude'); xlabel('Frequency [Hz]'); + legend(); + hold off; + + ax2 = subplot(2, 1, 2); + hold on; + plot(f, 180/pi*angle(-tf_est), 'k-') + set(gca, 'Xscale', 'log'); set(gca, 'Yscale', 'lin'); + ylabel('Phase'); xlabel('Frequency [Hz]'); + legend(); + hold off; + + linkaxes([ax1,ax2], 'x'); + xlim([10, 5000]); diff --git a/matlab/setup.m b/matlab/setup.m new file mode 100755 index 0000000..a292fe7 --- /dev/null +++ b/matlab/setup.m @@ -0,0 +1,6 @@ +s = tf('s'); +Ts = 1e-4; + +Glpf = 1/(1 + s/2/pi/500); + +Gz = c2d(Glpf, Ts, 'tustin'); \ No newline at end of file

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