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author | Peter Bengtsson <mail@peterbe.com> | 2020-12-08 14:40:17 -0500 |
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committer | Peter Bengtsson <mail@peterbe.com> | 2020-12-08 14:40:17 -0500 |
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diff --git a/files/zh-cn/games/techniques/3d_collision_detection/index.html b/files/zh-cn/games/techniques/3d_collision_detection/index.html new file mode 100644 index 0000000000..4d4786f336 --- /dev/null +++ b/files/zh-cn/games/techniques/3d_collision_detection/index.html @@ -0,0 +1,153 @@ +--- +title: 3D 碰撞检测 +slug: Games/Techniques/3D_collision_detection +translation_of: Games/Techniques/3D_collision_detection +--- +<div>{{GamesSidebar}}</div><p class="summary">本文介绍了用于在3D环境中实现不同边界体积碰撞检测的技术。 后续文章将讨论特定3D库中的实现。</p> + +<h2 id="Axis-aligned_bounding_boxes(AABB包围盒)">Axis-aligned bounding boxes(<strong>AABB包围盒</strong>)</h2> + +<p> </p> + +<p>在游戏中,为了简化物体之间的碰撞检测运算,通常会对物体创建一个规则的几何外形将其包围。其中,AABB(axis-aligned bounding box)包围盒被称为轴对齐包围盒。</p> + +<p>与2D碰撞检测一样,轴对齐包围盒是判断两个物体是否重叠的最快算法,物体被包裹在一个非旋转的(因此轴对齐的)盒中,并检查这些盒在三维坐标空间中的位置,以确定它们是否重叠。</p> + +<p><img alt="" src="https://mdn.mozillademos.org/files/11797/Screen%20Shot%202015-10-16%20at%2015.11.21.png" style="display: block; height: 275px; margin: 0px auto; width: 432px;"></p> + +<p>由于性能原因,轴对齐是有一些约束的。两个非旋转的盒子之间是否重叠可以通过逻辑比较进行检查,而旋转的盒子则需要三角运算,这会导致性能下降。如果你有旋转的物体,可以通过修改边框的尺寸,这样盒子仍可以包裹物体,或者选择使用另一种边界几何类型,比如球体(球体旋转,形状不会变)。下图是一个AABB物体旋转,动态调节盒大小适应物体的例子。</p> + +<p><img alt="" src="https://mdn.mozillademos.org/files/11799/rotating_knot.gif" style="display: block; height: 192px; margin: 0px auto; width: 207px;"></p> + +<div class="note"> +<p><strong>Note:</strong> 参考<a href="https://developer.mozilla.org/en-US/docs/Games/Techniques/3D_collision_detection/Bounding_volume_collision_detection_with_THREE.js">这里</a>,<font><font>使用</font></font><font><font>Three</font></font><font><font>.js进行</font><font>边界体积碰撞检测。</font></font></p> +</div> + +<h3 id="点与_AABB">点与 AABB</h3> + +<p>如果检测到一个点是否在AABB内部就非常简单了 — 我们只需要检查这个点的坐标是否在AABB内; 分别考虑到每种坐标轴. 如果假设 <em>P<sub>x</sub></em>, <em>P<sub>y</sub> 和</em> <em>P<sub>z</sub></em> 是点的坐标, <em>B<sub>minX</sub></em>–<em>B<sub>maxX</sub></em>, <em>B<sub>minY</sub></em>–<em>B<sub>maxY</sub></em>, 和 <em>B<sub>minZ</sub></em>–<em>B<sub>maxZ</sub></em> 是AABB的每一个坐标轴的范围, 我们可以使用以下公式计算两者之间的碰撞是否发生:</p> + +<p><math><semantics><mrow><mi>f</mi><mo stretchy="false">(</mo><mi>P</mi><mo>,</mo><mi>B</mi><mo stretchy="false">)</mo><mo>=</mo><mo stretchy="false">(</mo><msub><mi>P</mi><mi>x</mi></msub><mo>>=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>X</mi></mrow></msub><mo>∧</mo><msub><mi>P</mi><mi>x</mi></msub><mo><=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>X</mi></mrow></msub><mo stretchy="false">)</mo><mo>∧</mo><mo stretchy="false">(</mo><msub><mi>P</mi><mi>y</mi></msub><mo>>=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>Y</mi></mrow></msub><mo>∧</mo><msub><mi>P</mi><mi>y</mi></msub><mo><=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>Y</mi></mrow></msub><mo stretchy="false">)</mo><mo>∧</mo><mo stretchy="false">(</mo><msub><mi>P</mi><mi>z</mi></msub><mo>>=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>Z</mi></mrow></msub><mo>∧</mo><msub><mi>P</mi><mi>z</mi></msub><mo><=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>Z</mi></mrow></msub><mo stretchy="false">)</mo></mrow><annotation encoding="TeX">f(P,B)= (P_x >= B_{minX} \wedge P_x <= B_{maxX}) \wedge (P_y >= B_{minY} \wedge P_y <= B_{maxY}) \wedge (P_z >= B_{minZ} \wedge P_z <= B_{maxZ})</annotation></semantics></math></p> + +<p>或者用JavaScript:</p> + +<pre class="brush: js">function isPointInsideAABB(point, box) { + return (point.x >= box.minX && point.x <= box.maxX) && + (point.y >= box.minY && point.y <= box.maxY) && + (point.z >= box.minY && point.z <= box.maxZ); +}</pre> + +<h3 id="AABB_与_AABB">AABB 与 AABB</h3> + +<p>检查一个AABB是否和另一个AABB相交类似于检测两个点一样. 我们只需要基于每一条坐标轴并利用盒子的边缘去检测. 下图显示了我们基于 X 轴的检测 — 当然, <em>A<sub>minX</sub></em>–<em>A<sub>maxX</sub></em> 和 <em>B<sub>minX</sub></em>–<em>B<sub>maxX</sub></em> 会不会重叠?</p> + +<p><img alt="updated version" src="https://mdn.mozillademos.org/files/11813/aabb_test.png" style="display: block; height: 346px; margin: 0px auto; width: 461px;"></p> + +<p>在数学上的表示就像这样:</p> + +<p><math><semantics><mrow><mi>f</mi><mo stretchy="false">(</mo><mi>A</mi><mo>,</mo><mi>B</mi><mo stretchy="false">)</mo><mo>=</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>X</mi></mrow></msub><mo><=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>X</mi></mrow></msub><mo>∧</mo><msub><mi>A</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>X</mi></mrow></msub><mo>>=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>X</mi></mrow></msub><mo stretchy="false">)</mo><mo>∧</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>Y</mi></mrow></msub><mo><=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>Y</mi></mrow></msub><mo>∧</mo><msub><mi>A</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>Y</mi></mrow></msub><mo>>=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>Y</mi></mrow></msub><mo stretchy="false">)</mo><mo>∧</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>Z</mi></mrow></msub><mo><=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>Z</mi></mrow></msub><mo>∧</mo><msub><mi>A</mi><mrow><mi>m</mi><mi>a</mi><mi>x</mi><mi>Z</mi></mrow></msub><mo>>=</mo><msub><mi>B</mi><mrow><mi>m</mi><mi>i</mi><mi>n</mi><mi>Z</mi></mrow></msub><mo stretchy="false">)</mo></mrow><annotation encoding="TeX">f(A,B) =</annotation></semantics></math></p> + +<p>在JavaScript我们可以这样:</p> + +<pre class="brush: js">function intersect(a, b) { + return (a.minX <= b.maxX && a.maxX >= b.minX) && + (a.minY <= b.maxY && a.maxY >= b.minY) && + (a.minZ <= b.maxZ && a.maxZ >= b.minZ); +} +</pre> + +<h2 id="球体碰撞">球体碰撞</h2> + +<p>球体碰撞边缘检测比AABB盒子稍微复杂一点,但他的检测仍相当容易的。球体的主要优势是他们不变的旋转,如果包装实体旋转,边界领域仍将是相同的。他们的主要缺点是,除非他们包装的实体实际上是球形,包装的实体通常不是一个完美的球形(比如用这样的球形包装一个人将导致一些错误,而AABB盒子将更合适)。</p> + +<h3 id="点与球">点与球</h3> + +<p>检查是否一个球体包含一个点,我们需要计算点和球体的中心之间的距离。如果这个距离小于或等于球的半径,这个点就在里面。</p> + +<p><img alt="" src="https://mdn.mozillademos.org/files/11803/point_vs_sphere.png" style="display: block; height: 262px; margin: 0px auto; width: 385px;"></p> + +<p>两个点A和B之间的欧氏距离是<br> + <math><semantics><msqrt><mrow><mo stretchy="false">(</mo><msub><mi>A</mi><mi>x</mi></msub><mo>-</mo><msub><mi>B</mi><mi>x</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup><mo stretchy="false">)</mo><mo>+</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mi>y</mi></msub><mo>-</mo><msub><mi>B</mi><mi>y</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup><mo>+</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mi>z</mi></msub><mo>-</mo><msub><mi>B</mi><mi>z</mi></msub><mo stretchy="false">)</mo></mrow></msqrt><annotation encoding="TeX">\sqrt{(A_x - B_x) ^ 2) + (A_y - B_y)^2 + (A_z - B_z)}</annotation></semantics></math> ,我们的公式指出,球体碰撞检测是:</p> + +<p><math><semantics><mrow><mi>f</mi><mo stretchy="false">(</mo><mi>P</mi><mo>,</mo><mi>S</mi><mo stretchy="false">)</mo><mo>=</mo><msub><mi>S</mi><mrow><mi>r</mi><mi>a</mi><mi>d</mi><mi>i</mi><mi>u</mi><mi>s</mi></mrow></msub><mo>>=</mo><msqrt><mrow><mo stretchy="false">(</mo><msub><mi>P</mi><mi>x</mi></msub><mo>-</mo><msub><mi>S</mi><mi>x</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup><mo>+</mo><mo stretchy="false">(</mo><msub><mi>P</mi><mi>y</mi></msub><mo>-</mo><msub><mi>S</mi><mi>y</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup><mo>+</mo><mo stretchy="false">(</mo><msub><mi>P</mi><mi>z</mi></msub><mo>-</mo><msub><mi>S</mi><mi>z</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup></mrow></msqrt></mrow><annotation encoding="TeX">f(P,S) = S_{radius} >= \sqrt{(P_x - S_x)^2 + (P_y - S_y)^2 + (P_z - S_z)^2}</annotation></semantics></math></p> + +<p>或者用JavaScript:</p> + +<pre class="brush: js">function isPointInsideSphere(point, sphere) { + // we are using multiplications because is faster than calling Math.pow + var distance = Math.sqrt((point.x - sphere.x) * (point.x - sphere.x) + + (point.y - sphere.y) * (point.y - sphere.y) + + (point.z - sphere.z) * (point.z - sphere.z)); + return distance < sphere.radius; +} +</pre> + +<div class="note"> +<p>上面的代码有一个平方根,是一个开销昂贵的计算。一个简单的优化,以避免它由半径平方,所以优化方程不涉及<code>distance < sphere.radius * sphere.radius</code>.</p> +</div> + +<h3 id="球体与球体">球体与球体</h3> + +<p>球体与球体的距离类似于点和球体。我们需要测试是球体的中心之间的距离小于或等于半径的总和。</p> + +<p><img alt="" src="https://mdn.mozillademos.org/files/11805/sphere_vs_sphere.png" style="display: block; height: 262px; margin: 0px auto; width: 414px;"></p> + +<p>在数学上,像这样:</p> + +<p><math><semantics><mrow><mi>f</mi><mo stretchy="false">(</mo><mi>A</mi><mo>,</mo><mi>B</mi><mo stretchy="false">)</mo><mo>=</mo><msqrt><mrow><mo stretchy="false">(</mo><msub><mi>A</mi><mi>x</mi></msub><mo>-</mo><msub><mi>B</mi><mi>x</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup><mo>+</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mi>y</mi></msub><mo>-</mo><msub><mi>B</mi><mi>y</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup><mo>+</mo><mo stretchy="false">(</mo><msub><mi>A</mi><mi>z</mi></msub><mo>-</mo><msub><mi>B</mi><mi>z</mi></msub><msup><mo stretchy="false">)</mo><mn>2</mn></msup></mrow></msqrt><mo><=</mo><msub><mi>A</mi><mrow><mi>r</mi><mi>a</mi><mi>d</mi><mi>i</mi><mi>u</mi><mi>s</mi></mrow></msub><mo>+</mo><msub><mi>B</mi><mrow><mi>r</mi><mi>a</mi><mi>d</mi><mi>i</mi><mi>u</mi><mi>s</mi></mrow></msub></mrow><annotation encoding="TeX">f(A,B) = \sqrt{(A_x - B_x)^2 + (A_y - B_y)^2 + (A_z - B_z)^2} <= A_{radius} + B_{radius}</annotation></semantics></math></p> + +<p>或者JavaScript:</p> + +<pre class="brush: js">function intersect(sphere, other) { + // we are using multiplications because it's faster than calling Math.pow + var distance = Math.sqrt((sphere.x - other.x) * (sphere.x - other.x) + + (sphere.y - other.y) * (sphere.y - other.y) + + (sphere.z - other.z) * (sphere.z - other.z)); + return distance < (sphere.radius + other.radius); } +}</pre> + +<h3 id="球体与AABB">球体与AABB</h3> + +<p>测试一个球和一个AABB的碰撞是稍微复杂,但过程仍然简单和快速。一个合乎逻辑的方法是,检查AABB每个顶点,计算每一个点与球的距离。然而这是大材小用了,测试所有的顶点都是不必要的,因为我们可以侥幸计算AABB最近的点(不一定是一个顶点)和球体的中心之间的距离,看看它是小于或等于球体的半径。我们可以通过逼近球体的中心和AABB的距离得到这个值。</p> + +<p><img alt="" src="https://mdn.mozillademos.org/files/11837/sphere_vs_aabb.png" style="display: block; height: 282px; margin: 0px auto; width: 377px;"></p> + +<p>在 JavaScript, 我们可以像这样子做:</p> + +<pre class="brush: js">function intersect(sphere, box) { + // get box closest point to sphere center by clamping + var x = Math.max(box.minX, Math.min(sphere.x, box.maxX)); + var y = Math.max(box.minY, Math.min(sphere.y, box.maxY)); + var z = Math.max(box.minZ, Math.min(sphere.z, box.maxZ)); + + // this is the same as isPointInsideSphere + var distance = Math.sqrt((x - sphere.x) * (x - sphere.x) + + (y - sphere.y) * (y - sphere.y) + + (z - sphere.z) * (z - sphere.z)); + + return distance < sphere.radius; +} + +</pre> + +<h2 id="使用一个物理引擎">使用一个物理引擎</h2> + +<p><strong>3D physics engines</strong> provide collision detection algorithms, most of them based on bounding volumes as well. The way a physics engine works is by creating a <strong>physical body</strong>, usually attached to a visual representation of it. This body has properties such as velocity, position, rotation, torque, etc., and also a <strong>physical shape</strong>. This shape is the one that is considered in the collision detection calculations.</p> + +<p>We have prepared a <a href="http://mozdevs.github.io/gamedev-js-3d-aabb/physics.html">live collision detection demo</a> (with <a href="https://github.com/mozdevs/gamedev-js-3d-aabb">source code</a>) that you can take a look at to see such techniques in action — this uses the open-source 3D physics engine <a href="https://github.com/schteppe/cannon.js">cannon.js</a>.</p> + +<h2 id="See_also">See also</h2> + +<p>Related articles on MDN:</p> + +<ul> + <li><a href="https://developer.mozilla.org/en-US/docs/Games/Techniques/3D_collision_detection/Bounding_volume_collision_detection_with_THREE.js">Bounding volumes collision detection with Three.js</a></li> + <li><a href="/en-US/docs/Games/Techniques/2D_collision_detection">2D collision detection</a></li> +</ul> + +<p>External resources:</p> + +<ul> + <li><a href="http://www.gamasutra.com/view/feature/3383/simple_intersection_tests_for_games.php">Simple intersection tests for games</a> on Gamasutra</li> + <li><a href="https://en.wikipedia.org/wiki/Bounding_volume">Bounding volume</a> on Wikipedia</li> +</ul> |