Borrar filtros
Borrar filtros

Interindividual distance from trajectories

1 visualización (últimos 30 días)
Ishani Mukherjee
Ishani Mukherjee el 12 de Oct. de 2022
Comentada: Ishani Mukherjee el 12 de Oct. de 2022
At a given time frame, i have trajectories of 6 points having 6 X and 6 Y cordinates. I wish to calculate the distance between these points. Therefore, I will be obtaining 15 inter-point distances at a given frame. I wish to do so for n frames. Next, I would like to find the mean distance at a particular frame. How should I go about these? thank you in advance.
My data is in the form of text files (X and Y coordinates are in separate files- as attached).
Ishani
Edit: 15 inter-point distances, not 5 as pointed out by Chunru
  2 comentarios
Chunru
Chunru el 12 de Oct. de 2022
For 6 points having 6 X and 6 Y cordinates, you will have 5*6/2=15 paired distances.
doc pdist2
Ishani Mukherjee
Ishani Mukherjee el 12 de Oct. de 2022
Thank you for your pointing this out. Yes, at a given time I will have 15 distances.

Iniciar sesión para comentar.

Respuesta aceptada

Chunru
Chunru el 12 de Oct. de 2022
Editada: Chunru el 12 de Oct. de 2022
% xy = randn(6,2);
x = readmatrix("https://www.mathworks.com/matlabcentral/answers/uploaded_files/1153563/X_fragment1.txt");
y = readmatrix("https://www.mathworks.com/matlabcentral/answers/uploaded_files/1153573/Y_fragment1.txt");
whos
Name Size Bytes Class Attributes cmdout 1x33 66 char x 138x6 6624 double y 138x6 6624 double
nframes = size(x, 1);
dmean=zeros(nframes, 1);
for i=1:nframes
xy = [x(i,:)', y(i, :)'];
d = pdist2(xy, xy);
% extract the lower triangle
[ii, jj] = meshgrid(1:6, 1:6);
d1 = d(ii>jj); % d21, d31, ..., d61, d32, .., d62, ... d65
dmean(i) = mean(d1);
end
plot(1:nframes, dmean)
xlabel('frame number');
ylabel('mean distance')
  5 comentarios
Chunru
Chunru el 12 de Oct. de 2022
See the update for one group of data
Ishani Mukherjee
Ishani Mukherjee el 12 de Oct. de 2022
It's working, thank you so much,

Iniciar sesión para comentar.

Más respuestas (0)

Categorías

Más información sobre Text Analytics Toolbox en Help Center y File Exchange.

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by