Uniform grid collision detection between circles in 2d - java

I am working on a 2d arcade game where I have 5 types of circles with different sizes: The ship, the missiles, and 3 types of monsters.
This is what it looks like:
Currently I'm using brute force collision detection where I check every missile vs. every monster without taking probability of collision into account. Sadly, this makes the process REALLY slow.
This here is my Grid class, but it's incomplete. I'd greatly appreciate your help.
public class Grid {
int rows;
int cols;
double squareSize;
private ArrayList<Circle>[][] grid;
public Grid(int sceneWidth, int sceneHeight, int squareSize) {
this.squareSize = squareSize;
// Calculate how many rows and cols for the grid.
rows = (sceneHeight + squareSize) / squareSize;
cols = (sceneWidth + squareSize) / squareSize;
// Create grid
this.grid = (ArrayList[][]) new ArrayList[cols][rows]; //Generic array creation error workaround
}
The addObject method inside the Grid class.
public void addObject(Circle entity) {
// Adds entity to every cell that it's overlapping with.
double topLeftX = Math.max(0, entity.getLayoutX() / squareSize);
double topLeftY = Math.max(0, entity.getLayoutY() / squareSize);
double bottomRightX = Math.min(cols - 1, entity.getLayoutX() + entity.getRadius() - 1) / squareSize;
double bottomRightY = Math.min(rows - 1, entity.getLayoutY() + entity.getRadius() - 1) / squareSize;
for (double x = topLeftX; x < bottomRightX; x++) {
for (double y = topLeftY; y < bottomRightY; y++) {
grid[(int) x][(int) y].add(entity); //Cast types to int to prevent loosy conversion type error.
}
}
}
But that's where I am at a complete loss. I'm not even sure the source code I provided is correct. Please let me know how to make the grid based collision work. I've read basically every tutorial I could get my hands on but without much effect.
Thanks.

I found it easier (and I guess faster) to store in the object itself a binary number representing which cells the object overlaps with (instead of saving an array for every cell). I think it's called a spatial mask.
More specifically, before any collision testing, I calculate 2^(x/column_width + columns*y/row_width) for each of topLeft, topRight... then combine all those 4 in a single number (with a bitwise OR), so that I end up with a number like 5 (00000011, meaning the object hits the cells 1 and 2).
Having it this way, you then proceed to test each object with all the others, but skip the slow part if they fail to be in the same cell:
Check the bitwise AND of the numbers in both objects (this will only be !=0 if some of the cells are 1 for both objects).
If the result is something other than 0, do the proper (slow) collision checks (in your case probably pythagoras, since those are circles and I read pythagoras is faster than checking bounding squares).

Related

Why does my 1D gravity simulation not act like a pendulum?

My gravity simulation acts more like a gravity slingshot. Once the two bodies pass over each other, they accelerate far more than they decelerate on the other side. It's not balanced. It won't oscillate around an attractor.
How do other gravity simulators get around it? example: http://www.testtubegames.com/gravity.html, if you create 2 bodies they will just oscillate back and forth, not drifting any further apart than their original distance even though they move through each other as in my example.
That's how it should be. But in my case, as soon as they get close they just shoot away from each other to the edges of the imaginary galaxy never to come back for a gazillion years.
edit: Here is a video of the bug https://imgur.com/PhhRhP7
Here is a minimal test case to run in processing.
//Constants:
float v;
int unit = 1; //1 pixel = 1 meter
float x;
float y;
float alx;
float aly;
float g = 6.67408 * pow(10, -11) * sq(unit); //g constant
float m1 = (1 * pow(10, 15)); // attractor mass
float m2 = 1; //object mass
void setup() {
size (200,200);
a = 0;
v = 0;
x = width/2; // object x
y = 0; // object y
alx = width/2; //attractor x
aly = height/2; //attractor y
}
void draw() {
background(0);
getAcc();
applyAcc();
fill(0,255,0);
ellipse(x, y, 10, 10); //object
fill(255,0,0);
ellipse(alx, aly, 10, 10); //attractor
}
void applyAcc() {
a = getAcc();
v += a * (1/frameRate); //add acceleration to velocity
y += v * (1/frameRate); //add velocity to Y
a = 0;
}
float getAcc() {
float a = 0;
float d = dist(x, y, alx, aly); //distance to attractor
float gravity = (g * m1 * m2)/sq(d); //gforce
a += gravity/m2;
if (y > aly){
a *= -1;}
return a;
}
Your distance doesn't include width of the object, so the objects effectively occupy the same space at the same time.
The way to "cap gravity" as suggested above is add a normal force when the outer edges touch, if it's a physical simulation.
You should get into the habit of debugging your code. Which line of code is behaving differently from what you expected?
For example, if I were you I would start by printing out the value of gravity every time you calculate it:
float gravity = (g * m1 * m2)/sq(d); //gforce
println(gravity);
You'll notice that your gravity value skyrockets as your circles get closer to each other. And this makes sense, because you're dividing by sq(d). Ad d gets smaller, your gravity increases.
You could simply cap your gravity value so it doesn't go off the charts anymore:
float gravity = (g * m1 * m2)/sq(d);
if(gravity > 100){
gravity = 100;
}
Alternatively you could cap d so it never goes below a certain value, but the result is the same.
In the end you'll find that this is not going to be as easy as you expected. You're going to have to tune the parameters quite a bit so your simulation works how you want.
Working demo here: https://beta.observablehq.com/#shaunlebron/1d-gravity
I followed the solution posted by the author of the sim that inspired this question here:
-First off, shrinking the timestep is always helpful. My simulation runs, as a baseline, about 40 ‘steps’ per frame, and 30 frames per second.
-To deal with the exact issue you talk about, I think modeling the bodies not as pure point masses - but rather spherical masses with a certain radius will be vital. That prevents the force of gravity from diverging to infinity. So, for instance, if you drop an asteroid into a star in my simulation (with collisions turned off), the force of gravity will increase as the asteroid gets closer, up until it reaches the surface of the star, at which point the force will begin to decrease. And the moment it’s at the center of the star (or nearby), the force will be zero (or nearly zero) - instead of near-infinite.
In my demo, I just completed turned off gravity when two objects are close enough together. Seems to work well enough.

libgdx check model is clicked

I am using libgdx for easy 3D game, I need check model is clicked.
It is my code:
public int getObject (int screenX, int screenY) {
Ray ray = cam.getPickRay(screenX, screenY);
int result = -1;
float distance = -1;
for (int i = 0; i < rooms.size; ++i) {
final GameObject instance = rooms.get(i);
instance.transform.getTranslation(position);
position.add(instance.center);
final float len = ray.direction.dot(position.x-ray.origin.x, position.y-ray.origin.y, position.z-ray.origin.z);
if (len < 0f)
continue;
float dist2 = position.dst2(ray.origin.x+ray.direction.x*len, ray.origin.y+ray.direction.y*len, ray.origin.z+ray.direction.z*len);
if (distance >= 0f && dist2 > distance)
continue;
if (dist2 <= instance.radius * instance.radius ) {
result = i;
distance = dist2;
}
}
return result;
}
It it sometimes work.
Is is my model:
http://www6.zippyshare.com/v/97501566/file.html
What do I wrong?
Any help for me?
I am new with libgdx.
When was I press 1 it lights, but when I waas press 2, 1 lights too (instead 2)...
I didn't fully analyze your code nor do I know what It it sometimes work. actually means (e.g. in which circumstances doesn't it work?) but you're using a bounding sphere for detecting whether the object has been clicked or not.
Assuming your calculations are correct (as I said, I didn't check them in depth) you still can have false positives or negatives since the only shape which is perfectly represented by a bounding sphere is ... well... a sphere.
That might be the source for click detection to work "sometimes".
If that is the case and you want more accurate detection you should either use different bound volumes, bounding volumne hierarchies or a rendering based approach (i.e. render the object id into some buffer, which would allow for pixel perfect selection).
UPDATE:
From your post update it seems that bounding spheres are not the problem here, since they should not overlap, unless your data is wrong - which you should check/debug.
So the problem might actually lie in your calculations. From the documentation it looks like the ray you get is projected into the scene (i.e. into world space) so you'd need to transform your objects' center into worldspace as well.
You're currently only applying the position but ignore rotation and scale thus the resulting position might be wrong. I'm sure there's some built-in transform code, so instead of transforming manually you should use that. Please check the docs on how to do that.

Tetris: Turning the pieces?

So I am making a tetris game and one of the problems I am running into is piece rotation. I know I can just hard code it but thats not the right way to do it. The way the system works is I have a 2d array of an object 'Tile' the 'Tile' object has x, y coords, boolean isActive, and color. The boolean isActive basically tells the computer which tiles are actually being used (Since tetris shapes are not perfect quadrilaterals).
Here is how I would make a shape in my system:
public static Tile[][] shapeJ() {
Tile[][] tile = new Tile[3][2];
for (int x = 0; x < 3; x++) {
for (int y = 0; y < 2; y++) {
tile[x][y] = new Tile(false, Color.blue);
}
}
tile[0][0].setActive(true);
tile[0][0].setX(0);
tile[0][0].setY(0);
tile[1][0].setActive(true);
tile[1][0].setX(50);
tile[1][0].setY(0);
tile[2][0].setActive(true);
tile[2][0].setX(100);
tile[2][0].setY(0);
tile[2][1].setActive(true);
tile[2][1].setX(100);
tile[2][1].setY(50);
return tile;
}
Now I need to rotate this object, I do not know how to do that without hard coding the positions. There has to be an algorithm for it. Can anyone offer some help?
A good way that I used when writing a tetris clone is to use rotational matrices:
http://en.wikipedia.org/wiki/Rotation_matrix
So the coordinates (x',y') of the point (x,y) after rotation are:
x' = x*cos(theta) - y*sin(theta);
y' = x*sin(theta) + y*cos(theta);
Where theta is the angle of rotation(+-90 degrees or +-PI/2 radians for the java functions that I know)
In this case the blocks are rotated around the origin (0, 0) so you either have to have the coordinates of the block in special "block space" that then gets transposed onto "field space" or you take away the offset of the block so that it is centered at the origin every iteration.
I hope that helps, I am happy to answer specific questions in the comments.

Generating Box2D body(collision map) from tilemap efficiently

I am working on a platformer game that will use tile maps, which I don't know if is a good idea!
I've made a neat tile map editor with tools for setting a spawn point etc. but now that I want to be able to test play the game after editing map and for future use I need of course integrate physics which I've done with Box2D which comes with LibGDX!
I am creating a method to create a collision map from tile map which has data if tile is collideable or not!
So I came up with this great idea:
loop through the map and if we find a colliding tile loop through its neighbor tiles and see if they're colliding too, and do this til noncolliding tile is found when we set width and height for the colliding rectangle
after we got bunch of rectangle I sort them in order from biggest square to smallest so we get biggest pieces and I add the rectangles to final list and check against the final rect if any of them overlaps with current body so I don't have overlapping bodys
But you know, code tells more than 1000 words, right?
public void createBody() {
List<Rectangle> allRects = new ArrayList<Rectangle>();
for(int x = 0; x < info.getWidth(); x++) {
for(int y = 0; y < info.getHeight(); y++) {
if(tiles[x][y].getInfo().isColliding()) {
int width = 1;
int height = 1;
//loop through neighbors horizontally
for(int i = 0; i < info.getWidth() - x; i++) {
if(!tiles[x + i][y].getInfo().isColliding()) {
//if tile is not clipped, we set width to i which is current x offset
width = i;
break;
}
}
//only if width is bigger than zero can the rect have any tiels..
if(width > 0) {
boolean breakingBad = false;
//loop through neighbors horizontally
for(int j = 0; j < info.getHeight() - y; j++) {
//loop though neigbors vertizally
for(int i = 0; i < width; i++) {
//check if tile is not colliding
if(!tiles[x + i][y + j].getInfo().isColliding()) {
//and if so, we set height to j which is current y offset
height = j;
//breaking bad aka leaving both loops
breakingBad = true;
break;
}
}
if(breakingBad) {
break;
}
}
}
if(width * height > 0)
allRects.add(new Rectangle(x, y, width, height));
}
}
}
Collections.sort(allRects, new Comparator<Rectangle>() {
#Override
public int compare(Rectangle o1, Rectangle o2) {
Integer o1Square = o1.width * o1.height;
Integer o2Square = o2.width * o2.height;
return o2Square.compareTo(o1Square);
}
});
List<Rectangle> finalRects = new ArrayList<Rectangle>();
mainloop:
for(Rectangle rect: allRects) {
for(Rectangle finalRect: finalRects) {
if(finalRect.contains(rect)) {
continue mainloop;
}
}
finalRects.add(rect);
}
for(Rectangle rect: finalRects) {
PolygonShape polyShape = new PolygonShape();
polyShape.setAsBox((float)rect.getWidth() / 2, (float)rect.getHeight() / 2, Vector2.tmp.set((float)rect.getCenterX(), (float)rect.getCenterY()), 0f);
mapBody.createFixture(polyShape, 1);
polyShape.dispose();
}
}
however this sill seems pretty inefficient because for some reasons its still creating smaller fixtures than it could be possible, for example in upper right corner
also its creating single fixtures in the corners of the center rectangle and I can't figure out why!
Is the whole idea all inefficient, and should I use other method or manually create collision maps or what could be the best idea?
Originally each tile was its own fixture which caused weird bugs on their edges as expected
First off, a custom tile mapping tool is a great idea on the surface, but you're reinventing the wheel.
libGDX has built-in support for TMX maps.
http://libgdx.badlogicgames.com/nightlies/docs/api/com/badlogic/gdx/maps/tiled/TmxMapLoader.html
Instead of using your homebrew editor, you can use a full featured editor such as this Tiled - http://www.mapeditor.org/
So once you have a better system in place for your maps, I would look at this from an object oriented perspective. Since you want to use box2d physics, each collidableTile HAS A body. So all you need to do is assign a physics body to each collidableTile, and set the size according to your standard tile size.
Don't forget that there is a difference between the box2d world and your game screen, where box2d is measured in metric units, and your screen is measured in pixels. So you need to do some math to set positions and size properly. If you want a set of tiles to share a body, you may want to pass in the body as a parameter when you construct each collidableTile, and then adjust the size of the body based on how many adjacent tiles you can find. More complex shapes for the physics body may be more complex.
You can also save resources by setting those tiles to 'sleep', where box2d does a reduced simulation on those bodies until it detects a collision. If you're only using box2d for collision detection on terrain, you may want to consider other options, like using shape libraries to detect intersections, and then setting the box2d physics on your player characters body to stop downward acceleration while there is contact, or something.

Minimising cumulative floating point arithmetic error

I have a 2D convex polygon in 3D space and a function to measure the area of the polygon.
public double area() {
if (vertices.size() >= 3) {
double area = 0;
Vector3 origin = vertices.get(0);
Vector3 prev = vertices.get(1).clone();
prev.sub(origin);
for (int i = 2; i < vertices.size(); i++) {
Vector3 current = vertices.get(i).clone();
current.sub(origin);
Vector3 cross = prev.cross(current);
area += cross.magnitude();
prev = current;
}
area /= 2;
return area;
} else {
return 0;
}
}
To test that this method works at all orientations of the polygon I had my program rotate it a little bit each iteration and calculate the area. Like so...
Face f = poly.getFaces().get(0);
for (int i = 0; i < f.size(); i++) {
Vector3 v = f.getVertex(i);
v.rotate(0.1f, 0.2f, 0.3f);
}
if (blah % 1000 == 0)
System.out.println(blah + ":\t" + f.area());
My method seems correct when testing with a 20x20 square. However the rotate method (a method in the Vector3 class) seems to introduce some error into the position of each vertex in the polygon, which affects the area calculation. Here is the Vector3.rotate() method
public void rotate(double xAngle, double yAngle, double zAngle) {
double oldY = y;
double oldZ = z;
y = oldY * Math.cos(xAngle) - oldZ * Math.sin(xAngle);
z = oldY * Math.sin(xAngle) + oldZ * Math.cos(xAngle);
oldZ = z;
double oldX = x;
z = oldZ * Math.cos(yAngle) - oldX * Math.sin(yAngle);
x = oldZ * Math.sin(yAngle) + oldX * Math.cos(yAngle);
oldX = x;
oldY = y;
x = oldX * Math.cos(zAngle) - oldY * Math.sin(zAngle);
y = oldX * Math.sin(zAngle) + oldY * Math.cos(zAngle);
}
Here is the output for my program in the format "iteration: area":
0: 400.0
1000: 399.9999999999981
2000: 399.99999999999744
3000: 399.9999999999959
4000: 399.9999999999924
5000: 399.9999999999912
6000: 399.99999999999187
7000: 399.9999999999892
8000: 399.9999999999868
9000: 399.99999999998664
10000: 399.99999999998386
11000: 399.99999999998283
12000: 399.99999999998215
13000: 399.9999999999805
14000: 399.99999999998016
15000: 399.99999999997897
16000: 399.9999999999782
17000: 399.99999999997715
18000: 399.99999999997726
19000: 399.9999999999769
20000: 399.99999999997584
Since this is intended to eventually be for a physics engine I would like to know how I can minimise the cumulative error since the Vector3.rotate() method will be used on a very regular basis.
Thanks!
A couple of odd notes:
The error is proportional to the amount rotated. ie. bigger rotation per iteration -> bigger error per iteration.
There is more error when passing doubles to the rotate function than when passing it floats.
You'll always have some cumulative error with repeated floating point trig operations — that's just how they work. To deal with it, you basically have two options:
Just ignore it. Note that, in your example, after 20,000 iterations(!) the area is still accurate down to 13 decimal places. That's not bad, considering that doubles can only store about 16 decimal places to begin with.
Indeed, plotting your graph, the area of your square seems to be going down more or less linearly:
This makes sense, assuming that the effective determinant of your approximate rotation matrix is about 1 − 3.417825 × 10-18, which is well within normal double precision floating point error range of one. If that's the case, the area of your square would continue a very slow exponential decay towards zero, such that you'd need about two billion (2 × 109) 7.3 × 1014 iterations to get the area down to 399. Assuming 100 iterations per second, that's about seven and a half months 230 thousand years.
Edit: When I first calculated how long it would take for the area to reach 399, it seems I made a mistake and somehow managed to overestimate the decay rate by a factor of about 400,000(!). I've corrected the mistake above.
If you still feel you don't want any cumulative error, the answer is simple: don't iterate floating point rotations. Instead, have your object store its current orientation in a member variable, and use that information to always rotate the object from its original orientation to its current one.
This is simple in 2D, since you just have to store an angle. In 3D, I'd suggest storing either a quaternion or a matrix, and occasionally rescaling it so that its norm / determinant stays approximately one (and, if you're using a matrix to represent the orientation of a rigid body, that it remains approximately orthogonal).
Of course, this approach won't eliminate cumulative error in the orientation of the object, but the rescaling does ensure that the volume, area and/or shape of the object won't be affected.
You say there is cumulative error but I don't believe there is (note how your output desn't always go down) and the rest of the error is just due to rounding and loss of precision in a float.
I did work on a 2d physics engine in university (in java) and found double to be more precise (of course it is see oracles datatype sizes
In short you will never get rid of this behaviour you just have to accept the limitations of precision
EDIT:
Now I look at your .area function there is possibly some cumulative due to
+= cross.magnitude
but I have to say that whole function looks a bit odd. Why does it need to know the previous vertices to calculate the current area?

Categories

Resources