intersection of three spheres in matlab

To find the intersection of three spheres in Matlab, we can use the following steps:

  1. Define the three spheres using their center coordinates and radii.

    main.m
    % Sphere 1
    c1 = [x1, y1, z1];  % center coordinates
    r1 = radius1;        % radius
    
    % Sphere 2
    c2 = [x2, y2, z2];  % center coordinates
    r2 = radius2;        % radius
    
    % Sphere 3
    c3 = [x3, y3, z3];  % center coordinates
    r3 = radius3;        % radius
    
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  2. Use the trilateration function from the File Exchange to find the intersection points of the three spheres.

    main.m
    % Define the input and output matrices
    input_matrix = [c1; c2; c3];
    output_matrix = [r1; r2; r3];
    
    % Find the intersection points
    [x,y,z] = trilateration(input_matrix, output_matrix);
    
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  3. If there are two intersection points, we can choose the one that lies within all three spheres by checking the distances to each sphere center.

    main.m
    % Calculate the distances from the intersection point to each sphere center
    d1 = norm([x,y,z]-c1);
    d2 = norm([x,y,z]-c2);
    d3 = norm([x,y,z]-c3);
    
    % Check if the intersection point lies within all three spheres
    if abs(d1-r1) < 1e-12 && abs(d2-r2) < 1e-12 && abs(d3-r3) < 1e-12
        % The intersection point is valid
    else
        % The intersection point is invalid
    end
    
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Here's an example implementation:

main.m
% Define the spheres
c1 = [0,0,0];
r1 = 2;
c2 = [3,0,0];
r2 = 2;
c3 = [1.5,2.598,0];
r3 = 2;

% Find the intersection points
input_matrix = [c1; c2; c3];
output_matrix = [r1; r2; r3];
[x,y,z] = trilateration(input_matrix, output_matrix);

% Check which intersection point is valid
d1 = norm([x,y,z]-c1);
d2 = norm([x,y,z]-c2);
d3 = norm([x,y,z]-c3);
if abs(d1-r1) < 1e-12 && abs(d2-r2) < 1e-12 && abs(d3-r3) < 1e-12
    % The intersection point is valid
    disp(['Intersection point: (', num2str(x), ',', num2str(y), ',', num2str(z), ')'])
else
    % The intersection point is invalid
    disp('No valid intersection point')
end
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