Make Random Walk into 3D
    9 views (last 30 days)
  
       Show older comments
    
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));
1 Comment
  Walter Roberson
      
      
 on 18 Sep 2019
				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.
Accepted Answer
  darova
      
      
 on 18 Sep 2019
        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
2 Comments
  ST
 on 27 Aug 2020
				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
      
      
 on 27 Aug 2020
				
      Edited: Bruno Luong
      
      
 on 27 Aug 2020
  
			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. ;-)
More Answers (0)
See Also
Categories
				Find more on Creating and Concatenating Matrices in Help Center and File Exchange
			
	Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!



