27 lines
1.2 KiB
Matlab
27 lines
1.2 KiB
Matlab
rawdata = readtable('./example/20190505_170223_sig/98ded0624482.csv');
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data = table2array(rawdata(:, [1,2,4,5,9]));
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unique_types = unique(data(:,5));
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figure(1); clf;
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for j = 1:size(unique_types, 1)
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logistics = data(:,5) == unique_types(j);
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tmpdata = data(logistics, :);
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unique_xys = unique(tmpdata(:, 1:2), 'row');
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tmpdata_avg = [];
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for i = size(unique_xys, 1):-1:1
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xy_logistics = unique_xys(i, 1:2) == tmpdata(:, 1:2);
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xy_logistics = xy_logistics(:,1) & xy_logistics(:,2);
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tmpdata_avg(i, :) = [unique_xys(i, 1:2), mean(tmpdata(xy_logistics, 3:end), 1)];
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end
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ax1 = subplot(size(unique_types, 1), 2, 2 * j - 1);
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scatter3(tmpdata_avg(:,1), tmpdata_avg(:,2), tmpdata_avg(:,3), 100, tmpdata_avg(:,4), '.');
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caxis([-85, -20]); view([0, 90]);
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xlabel('loc x (m)'); ylabel('loc y (m)'); zlabel('time (s)');
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title(['packet type: ', num2str(unique_types(j))])
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ax2 = subplot(size(unique_types, 1), 2, 2 * j);
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scatter3(tmpdata_avg(:,1), tmpdata_avg(:,2), tmpdata_avg(:,4), 100, tmpdata_avg(:,4), '.');
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caxis([-85, -20]);
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xlabel('loc x (m)'); ylabel('loc y (m)'); zlabel('RSS (dB)');
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title(['packet type: ', num2str(unique_types(j))])
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colorbar;
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end |