I have 100 sensor nodes placed at coordinates (x and y) inside a 100*100 m2square field. I want to plot a heatmap showing proximity of all other locations to these sensor nodes
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For example, if any location is within 10m of the sensor node, it should be coloured in red and if a location is far away from any node it should be coloured in blue. how can i generate such a heatmap
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Don Mathis
il 4 Gen 2019
Modificato: Don Mathis
il 4 Gen 2019
Is this closer to what you want?
%% 100 points
rng(0)
xcord = rand(100,1)*100;
ycord = rand(100,1)*100;
xcordt = xcord';
ycordt = ycord';
radius = 5;
figure
new=[xcord ycord];
xxx=linspace(min(new(:,1)),max(new(:,1)),100);
yyy=linspace(min(new(:,2)),max(new(:,2)),100);
[XXX, YYY] = meshgrid(xxx,yyy);
D = pdist2([xcordt(:) ycordt(:)], [XXX(:) YYY(:)], 'euclidean', 'Smallest', 1);
sz = size(XXX);
reds = double(D<=radius) .* (1-D/radius);
blues = double(D>radius) .* ((D-radius)/max(D-radius));
Color = zeros([sz 3]);
Color(:,:,1) = reshape(reds, sz);
Color(:,:,3) = reshape(blues, sz);
image(xxx, yyy, Color);
set(gca, 'XLim', xxx([1 end]), 'YLim', yyy([1 end]), 'YDir', 'normal');
%% first 30 points
rng(0)
xcord = rand(100,1)*100;
ycord = rand(100,1)*100;
radius = 5;
figure
xcord = xcord(1:30);
ycord = ycord(1:30);
xcordt = xcord';
ycordt = ycord';
new=[xcord ycord];
xxx=linspace(min(new(:,1)),max(new(:,1)),100);
yyy=linspace(min(new(:,2)),max(new(:,2)),100);
[XXX, YYY] = meshgrid(xxx,yyy);
D = pdist2([xcordt(:) ycordt(:)], [XXX(:) YYY(:)], 'euclidean', 'Smallest', 1);
sz = size(XXX);
reds = double(D<=radius) .* (1-D/radius);
blues = double(D>radius) .* ((D-radius)/max(D-radius));
Color = zeros([sz 3]);
Color(:,:,1) = reshape(reds, sz);
Color(:,:,3) = reshape(blues, sz);
image(xxx, yyy, Color);
set(gca, 'XLim', xxx([1 end]), 'YLim', yyy([1 end]), 'YDir', 'normal');
5 Commenti
Più risposte (2)
Walter Roberson
il 18 Dic 2018
4 Commenti
Walter Roberson
il 9 Gen 2019
Use a higher subpixels value until you are satisfied with the smoothness.
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