Make Random Walk into 3D

조회 수: 5 (최근 30일)
Kelly Vermilyea
Kelly Vermilyea 2019년 9월 18일
편집: Bruno Luong 2020년 8월 27일
I have a code set up for a randomwalk already, but how would I alter it to make a 3D Random Walk?
steplenght = .01;
positions = zeros(2,100000);
currentPosition = [0;0];
currentTimeStep = 2;
while currentPosition(1,1)^2 + currentPosition(2,1)^2 < 1
randomDirection = 2*pi*rand();
unitDisplacementVector = [cos(randomDirection); sin(randomDirection)];
displacementVector = stepLength*unitDisplacementVector;
currentPosition = currentPosition + displacementVector;
positions(:,currentTimeStep) = currentPosition;
currentTimeStep = currentTimeStep + 1;
end
positions = positions(:,1:currentTimeStep-1);
hold on;
scatter(positions(1,:),positions(2,:),2,'filled');
theta = linspace(0,2*pi);
plot(cos(theta),sin(theta));
  댓글 수: 1
Walter Roberson
Walter Roberson 2019년 9월 18일
It is confusing that you have
steplenght = .01;
but your code refers to stepLength . Someone reading the code would be wondering whether there was the intention that the two different variables are related somehow.

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darova
darova 2019년 9월 18일
I do this
dt = .01;
[x, y, z] = deal( 0 );
[X,Y,Z] = sphere(30);
surf(X,Y,Z,'edgecolor',[1 1 1]*0.8,'Facecolor','none')
hold on
k = 0;
while norm([x y z])^2 < 1 && k < 1000
t = 180*(rand-1);
p = 180*(rand-1);
% spherical system of coordinates
x = x + dt*cosd(t)*cosd(p);
y = y + dt*cosd(t)*sind(p);
z = z + dt*sind(p);
k = k + 1;
pause(0.1)
plot3(x,y,z,'.b')
end
hold off
  댓글 수: 2
ST
ST 2020년 8월 27일
Can you update the code for the Random Waypoint Mobility in 3D? I want to add different velocities, directions and pause times for each node within the boundaries of 3D cube.
Bruno Luong
Bruno Luong 2020년 8월 27일
편집: Bruno Luong 2020년 8월 27일
The code by danova is flawed in the sense that create an anisotropic walk. The particle ends up systematcally near the pole. Generate direction with uniform spherical angle coordinates will condense the direction to north/south.
I call this climatic walk. ;-)

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