Solve 4 circles with known centers and radii
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Hello everyone,
I am working on a positioning system where I have distances of a pinger (sound-source) from 4 microphones in a 3-D space. I need to find the intersection of these 4 circles to find the position of the pinger. Note that the sensors and distance calculation model are noisy and hence these 4 circles may or may not meet a single point. I could have used fsolve if they met at a single point. In most cases, they are forming a small volume and I need to find the centre point of the volume for further steps of the algorithm.
Any help or suggestion would be really helpful. Let me know if you don't understand the exact question.
Thank you in advance,
Amit
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darova
2021년 2월 22일
You can try to use image processing toolbox
clc,clear
[x,y] = meshgrid(1:100);
A1 = (x-20).^2+ (y-30).^2 < 15^2;
A2 = (x-57).^2+ (y-30).^2 < 25^2;
A3 = (x-28).^2+ (y-74).^2 < 30^2;
A = A1 | A2 | A3;
imshow(A)
Then just use bwlabel to separate each region
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darova
2021년 2월 25일
I used 2D case to simplify the problem and to visualize
You can use it in 3D too
[x,y,z] = meshgrid(1:100);
A1 = (x-x0).^2+(y-y0).^2+(z-z0).^2 < R^2;
% A2 = ...
% A3 = ...
Don't forget about scaling
bwlabel seperates each region (it numerates them)
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