Subsystems: Physics Basics · Vulkan®教程镜像

Physics System Fundamentals

Before we explore how Vulkan can accelerate physics simulations, let’s establish a foundation by implementing a basic physics system for our engine. This will give us a framework that we can later enhance with Vulkan compute capabilities.

Physics System Architecture

A typical game physics system consists of several key components:

Rigid Body Dynamics: Simulation of solid objects with mass, velocity, and rotational properties.
Collision Detection: Determining when objects intersect or contact each other.
Collision Response: Calculating how objects should react when they collide.
Constraints: Limiting the movement of objects based on joints, hinges, or other connections.
Continuous Collision Detection: Handling fast-moving objects that might pass through others between frames.
Spatial Partitioning: Optimizing collision detection by dividing the world into regions.

Let’s implement a simple physics system that covers these basics, using a modern C++ approach consistent with our engine’s design.

Basic Physics System Implementation

We’ll start by defining the core classes for our physics system:

// Physics.h
#pragma once

#include <vector>
#include <memory>
#include <unordered_map>
#include <string>
#include <glm/glm.hpp>
#include <glm/gtc/quaternion.hpp>

namespace Engine {
namespace Physics {

enum class ColliderType {
    Box,
    Sphere,
    Capsule,
    Mesh
};

class Collider {
public:
    virtual ~Collider() = default;
    virtual ColliderType GetType() const = 0;

    void SetOffset(const glm::vec3& offset) { m_Offset = offset; }
    const glm::vec3& GetOffset() const { return m_Offset; }

protected:
    glm::vec3 m_Offset = glm::vec3(0.0f);
};

class BoxCollider : public Collider {
public:
    BoxCollider(const glm::vec3& halfExtents) : m_HalfExtents(halfExtents) {}

    ColliderType GetType() const override { return ColliderType::Box; }

    const glm::vec3& GetHalfExtents() const { return m_HalfExtents; }
    void SetHalfExtents(const glm::vec3& halfExtents) { m_HalfExtents = halfExtents; }

private:
    glm::vec3 m_HalfExtents;
};

class SphereCollider : public Collider {
public:
    SphereCollider(float radius) : m_Radius(radius) {}

    ColliderType GetType() const override { return ColliderType::Sphere; }

    float GetRadius() const { return m_Radius; }
    void SetRadius(float radius) { m_Radius = radius; }

private:
    float m_Radius;
};

class RigidBody {
public:
    RigidBody();
    ~RigidBody();

    // Kinematic state
    void SetPosition(const glm::vec3& position) { m_Position = position; }
    void SetRotation(const glm::quat& rotation) { m_Rotation = rotation; }
    void SetLinearVelocity(const glm::vec3& velocity) { m_LinearVelocity = velocity; }
    void SetAngularVelocity(const glm::vec3& velocity) { m_AngularVelocity = velocity; }

    const glm::vec3& GetPosition() const { return m_Position; }
    const glm::quat& GetRotation() const { return m_Rotation; }
    const glm::vec3& GetLinearVelocity() const { return m_LinearVelocity; }
    const glm::vec3& GetAngularVelocity() const { return m_AngularVelocity; }

    // Physical properties
    void SetMass(float mass);
    float GetMass() const { return m_Mass; }
    float GetInverseMass() const { return m_InverseMass; }

    void SetRestitution(float restitution) { m_Restitution = restitution; }
    float GetRestitution() const { return m_Restitution; }

    void SetFriction(float friction) { m_Friction = friction; }
    float GetFriction() const { return m_Friction; }

    // Collider management
    void SetCollider(std::shared_ptr<Collider> collider) { m_Collider = collider; }
    std::shared_ptr<Collider> GetCollider() const { return m_Collider; }

    // Forces and impulses
    void ApplyForce(const glm::vec3& force);
    void ApplyImpulse(const glm::vec3& impulse);
    void ApplyTorque(const glm::vec3& torque);
    void ApplyTorqueImpulse(const glm::vec3& torqueImpulse);

    // Simulation flags
    void SetKinematic(bool kinematic) { m_IsKinematic = kinematic; }
    bool IsKinematic() const { return m_IsKinematic; }

    void SetGravityEnabled(bool enabled) { m_UseGravity = enabled; }
    bool IsGravityEnabled() const { return m_UseGravity; }

private:
    // Kinematic state
    glm::vec3 m_Position = glm::vec3(0.0f);
    glm::quat m_Rotation = glm::quat(1.0f, 0.0f, 0.0f, 0.0f);
    glm::vec3 m_LinearVelocity = glm::vec3(0.0f);
    glm::vec3 m_AngularVelocity = glm::vec3(0.0f);

    // Forces
    glm::vec3 m_AccumulatedForce = glm::vec3(0.0f);
    glm::vec3 m_AccumulatedTorque = glm::vec3(0.0f);

    // Physical properties
    float m_Mass = 1.0f;
    float m_InverseMass = 1.0f;
    glm::mat3 m_InertiaTensor = glm::mat3(1.0f);
    glm::mat3 m_InverseInertiaTensor = glm::mat3(1.0f);
    float m_Restitution = 0.5f;
    float m_Friction = 0.5f;

    // Collision
    std::shared_ptr<Collider> m_Collider;

    // Flags
    bool m_IsKinematic = false;
    bool m_UseGravity = true;

    // Update inertia tensor based on mass and collider
    void UpdateInertiaTensor();

    friend class PhysicsSystem;
};

struct CollisionInfo {
    std::shared_ptr<RigidBody> bodyA;
    std::shared_ptr<RigidBody> bodyB;
    glm::vec3 contactPoint;
    glm::vec3 normal;
    float penetrationDepth;
};

class PhysicsSystem {
public:
    PhysicsSystem();
    ~PhysicsSystem();

    void Initialize();
    void Shutdown();

    // Update physics simulation
    void Update(float deltaTime);

    // RigidBody management
    std::shared_ptr<RigidBody> CreateRigidBody();
    void DestroyRigidBody(std::shared_ptr<RigidBody> body);

    // World settings
    void SetGravity(const glm::vec3& gravity) { m_Gravity = gravity; }
    const glm::vec3& GetGravity() const { return m_Gravity; }

    // Collision detection
    bool Raycast(const glm::vec3& origin, const glm::vec3& direction, float maxDistance, RaycastHit& hit);

private:
    std::vector<std::shared_ptr<RigidBody>> m_RigidBodies;
    glm::vec3 m_Gravity = glm::vec3(0.0f, -9.81f, 0.0f);

    // Simulation steps
    void IntegrateForces(RigidBody& body, float deltaTime);
    void IntegrateVelocities(RigidBody& body, float deltaTime);

    // Collision detection and response
    void DetectCollisions(std::vector<CollisionInfo>& collisions);
    void ResolveCollisions(std::vector<CollisionInfo>& collisions);

    // Helper functions for collision detection
    bool CheckCollision(const RigidBody& bodyA, const RigidBody& bodyB, CollisionInfo& info);
    bool SphereVsSphere(const RigidBody& bodyA, const RigidBody& bodyB, CollisionInfo& info);
    bool BoxVsBox(const RigidBody& bodyA, const RigidBody& bodyB, CollisionInfo& info);
    bool SphereVsBox(const RigidBody& bodyA, const RigidBody& bodyB, CollisionInfo& info);
};

struct RaycastHit {
    std::shared_ptr<RigidBody> body;
    glm::vec3 point;
    glm::vec3 normal;
    float distance;
};

} // namespace Physics
} // namespace Engine

This basic structure provides a foundation for simulating rigid body physics with collision detection and response. In a real implementation, you would likely use a physics library like Bullet, PhysX, or Havok for more advanced features and optimizations.

Integrating with the Engine

To integrate our physics system with the rest of our engine, we’ll add it to our engine’s main class:

// Engine.h
#include "Physics.h"

namespace Engine {

class Engine {
public:
    // ... existing engine code ...

    Physics::PhysicsSystem& GetPhysicsSystem() { return m_PhysicsSystem; }

private:
    // ... existing engine members ...

    Physics::PhysicsSystem m_PhysicsSystem;
};

} // namespace Engine

And we’ll initialize it during engine startup:

// Engine.cpp
void Engine::Initialize() {
    // ... existing initialization code ...

    m_PhysicsSystem.Initialize();
}

void Engine::Shutdown() {
    m_PhysicsSystem.Shutdown();

    // ... existing shutdown code ...
}

Basic Implementation of Physics Simulation

To keep the update loop easy to follow, think of a fixed‑timestep frame as six steps:

1) Accumulate forces (e.g., gravity, user forces) 2) Integrate forces (update velocities with damping) 3) Detect collisions (broad/narrow checks per pair) 4) Resolve collisions (impulses + positional correction) 5) Integrate velocities (update positions and orientations) 6) Clear forces (prepare for next step)

Let’s implement the core physics simulation functions:

// Physics.cpp
#include "Physics.h"

namespace Engine {
namespace Physics {

void PhysicsSystem::Update(float deltaTime) {
    // Fixed timestep for stability
    const float fixedTimeStep = 1.0f / 60.0f;

    // Accumulate forces (e.g., gravity)
    for (auto& body : m_RigidBodies) {
        if (!body->IsKinematic() && body->IsGravityEnabled()) {
            body->m_AccumulatedForce += m_Gravity * body->m_Mass;
        }
    }

    // Integrate forces
    for (auto& body : m_RigidBodies) {
        if (!body->IsKinematic()) {
            IntegrateForces(*body, fixedTimeStep);
        }
    }

    // Detect and resolve collisions
    std::vector<CollisionInfo> collisions;
    DetectCollisions(collisions);
    ResolveCollisions(collisions);

    // Integrate velocities
    for (auto& body : m_RigidBodies) {
        if (!body->IsKinematic()) {
            IntegrateVelocities(*body, fixedTimeStep);
        }
    }

    // Clear accumulated forces
    for (auto& body : m_RigidBodies) {
        body->m_AccumulatedForce = glm::vec3(0.0f);
        body->m_AccumulatedTorque = glm::vec3(0.0f);
    }
}

void PhysicsSystem::IntegrateForces(RigidBody& body, float deltaTime) {
    // Update linear velocity
    body.m_LinearVelocity += (body.m_AccumulatedForce * body.m_InverseMass) * deltaTime;

    // Update angular velocity
    body.m_AngularVelocity += glm::vec3(body.m_InverseInertiaTensor * glm::vec4(body.m_AccumulatedTorque, 0.0f)) * deltaTime;

    // Apply damping
    const float linearDamping = 0.01f;
    const float angularDamping = 0.01f;
    body.m_LinearVelocity *= (1.0f - linearDamping);
    body.m_AngularVelocity *= (1.0f - angularDamping);
}

void PhysicsSystem::IntegrateVelocities(RigidBody& body, float deltaTime) {
    // Update position
    body.m_Position += body.m_LinearVelocity * deltaTime;

    // Update rotation
    glm::quat angularVelocityQuat(0.0f, body.m_AngularVelocity.x, body.m_AngularVelocity.y, body.m_AngularVelocity.z);
    body.m_Rotation += (angularVelocityQuat * body.m_Rotation) * 0.5f * deltaTime;
    body.m_Rotation = glm::normalize(body.m_Rotation);
}

void PhysicsSystem::DetectCollisions(std::vector<CollisionInfo>& collisions) {
    // Simple O(n²) collision detection
    for (size_t i = 0; i < m_RigidBodies.size(); i++) {
        for (size_t j = i + 1; j < m_RigidBodies.size(); j++) {
            auto& bodyA = m_RigidBodies[i];
            auto& bodyB = m_RigidBodies[j];

            // Skip if both bodies are kinematic
            if (bodyA->IsKinematic() && bodyB->IsKinematic()) {
                continue;
            }

            // Skip if either body doesn't have a collider
            if (!bodyA->GetCollider() || !bodyB->GetCollider()) {
                continue;
            }

            CollisionInfo info;
            if (CheckCollision(*bodyA, *bodyB, info)) {
                info.bodyA = bodyA;
                info.bodyB = bodyB;
                collisions.push_back(info);
            }
        }
    }
}

void PhysicsSystem::ResolveCollisions(std::vector<CollisionInfo>& collisions) {
    for (auto& collision : collisions) {
        auto bodyA = collision.bodyA;
        auto bodyB = collision.bodyB;

        // Calculate relative velocity
        glm::vec3 relativeVelocity = bodyB->m_LinearVelocity - bodyA->m_LinearVelocity;

        // Calculate impulse magnitude
        float velocityAlongNormal = glm::dot(relativeVelocity, collision.normal);

        // Don't resolve if velocities are separating
        if (velocityAlongNormal > 0) {
            continue;
        }

        // Calculate restitution (bounciness)
        float restitution = std::min(bodyA->m_Restitution, bodyB->m_Restitution);

        // Calculate impulse scalar
        float j = -(1.0f + restitution) * velocityAlongNormal;
        j /= bodyA->m_InverseMass + bodyB->m_InverseMass;

        // Apply impulse
        glm::vec3 impulse = collision.normal * j;

        if (!bodyA->IsKinematic()) {
            bodyA->m_LinearVelocity -= impulse * bodyA->m_InverseMass;
        }

        if (!bodyB->IsKinematic()) {
            bodyB->m_LinearVelocity += impulse * bodyB->m_InverseMass;
        }

        // Resolve penetration (position correction)
        const float percent = 0.2f; // usually 20% to 80%
        const float slop = 0.01f; // small penetration allowed
        glm::vec3 correction = std::max(collision.penetrationDepth - slop, 0.0f) * percent * collision.normal / (bodyA->m_InverseMass + bodyB->m_InverseMass);

        if (!bodyA->IsKinematic()) {
            bodyA->m_Position -= correction * bodyA->m_InverseMass;
        }

        if (!bodyB->IsKinematic()) {
            bodyB->m_Position += correction * bodyB->m_InverseMass;
        }
    }
}

bool PhysicsSystem::CheckCollision(const RigidBody& bodyA, const RigidBody& bodyB, CollisionInfo& info) {
    auto colliderA = bodyA.GetCollider();
    auto colliderB = bodyB.GetCollider();

    if (colliderA->GetType() == ColliderType::Sphere && colliderB->GetType() == ColliderType::Sphere) {
        return SphereVsSphere(bodyA, bodyB, info);
    }
    else if (colliderA->GetType() == ColliderType::Box && colliderB->GetType() == ColliderType::Box) {
        return BoxVsBox(bodyA, bodyB, info);
    }
    else if (colliderA->GetType() == ColliderType::Sphere && colliderB->GetType() == ColliderType::Box) {
        return SphereVsBox(bodyA, bodyB, info);
    }
    else if (colliderA->GetType() == ColliderType::Box && colliderB->GetType() == ColliderType::Sphere) {
        bool result = SphereVsBox(bodyB, bodyA, info);
        if (result) {
            // Flip normal direction
            info.normal = -info.normal;
        }
        return result;
    }

    // Unsupported collision types
    return false;
}

bool PhysicsSystem::SphereVsSphere(const RigidBody& bodyA, const RigidBody& bodyB, CollisionInfo& info) {
    auto sphereA = std::static_pointer_cast<SphereCollider>(bodyA.GetCollider());
    auto sphereB = std::static_pointer_cast<SphereCollider>(bodyB.GetCollider());

    glm::vec3 posA = bodyA.GetPosition() + sphereA->GetOffset();
    glm::vec3 posB = bodyB.GetPosition() + sphereB->GetOffset();

    float radiusA = sphereA->GetRadius();
    float radiusB = sphereB->GetRadius();

    glm::vec3 direction = posB - posA;
    float distance = glm::length(direction);
    float minDistance = radiusA + radiusB;

    if (distance >= minDistance) {
        return false;
    }

    // Normalize direction
    direction = distance > 0.0001f ? direction / distance : glm::vec3(0, 1, 0);

    info.contactPoint = posA + direction * radiusA;
    info.normal = direction;
    info.penetrationDepth = minDistance - distance;

    return true;
}

// Implementation of BoxVsBox and SphereVsBox collision detection would go here
// These are more complex and would require additional helper functions

} // namespace Physics
} // namespace Engine

Basic Usage Example

Here’s how you might use this physics system in a game:

// Game code
void Game::Initialize() {
    // Create a ground plane
    auto ground = m_Engine.GetPhysicsSystem().CreateRigidBody();
    ground->SetPosition(glm::vec3(0.0f, -1.0f, 0.0f));
    ground->SetKinematic(true); // Static object
    auto groundCollider = std::make_shared<Physics::BoxCollider>(glm::vec3(50.0f, 1.0f, 50.0f));
    ground->SetCollider(groundCollider);

    // Create a dynamic box
    auto box = m_Engine.GetPhysicsSystem().CreateRigidBody();
    box->SetPosition(glm::vec3(0.0f, 5.0f, 0.0f));
    box->SetMass(1.0f);
    auto boxCollider = std::make_shared<Physics::BoxCollider>(glm::vec3(0.5f, 0.5f, 0.5f));
    box->SetCollider(boxCollider);

    // Create a dynamic sphere
    auto sphere = m_Engine.GetPhysicsSystem().CreateRigidBody();
    sphere->SetPosition(glm::vec3(1.0f, 10.0f, 0.0f));
    sphere->SetMass(2.0f);
    auto sphereCollider = std::make_shared<Physics::SphereCollider>(0.7f);
    sphere->SetCollider(sphereCollider);

    // Store references to our objects
    m_PhysicsObjects.push_back(ground);
    m_PhysicsObjects.push_back(box);
    m_PhysicsObjects.push_back(sphere);
}

void Game::Update(float deltaTime) {
    // Update physics
    m_Engine.GetPhysicsSystem().Update(deltaTime);

    // Update visual representations of physics objects
    for (auto& physicsObject : m_PhysicsObjects) {
        auto visualObject = m_PhysicsToVisualMap[physicsObject];
        if (visualObject) {
            visualObject->SetPosition(physicsObject->GetPosition());
            visualObject->SetRotation(physicsObject->GetRotation());
        }
    }
}

void Game::OnExplosion(const glm::vec3& position, float force) {
    // Apply radial impulse to nearby objects
    for (auto& physicsObject : m_PhysicsObjects) {
        if (!physicsObject->IsKinematic()) {
            glm::vec3 direction = physicsObject->GetPosition() - position;
            float distance = glm::length(direction);

            if (distance < 10.0f) {
                direction = glm::normalize(direction);
                float impulseMagnitude = force * (1.0f - distance / 10.0f);
                physicsObject->ApplyImpulse(direction * impulseMagnitude);
            }
        }
    }
}

Limitations of Basic Physics Systems

While this basic physics system provides the essential functionality for simulating rigid bodies in a game, it has several limitations:

Performance: The O(n²) collision detection becomes a bottleneck with many objects.
Limited Collision Shapes: We’ve only implemented basic shapes like boxes and spheres.
Stability Issues: Simple integrators and collision resolution can lead to instability.
No Continuous Collision Detection: Fast-moving objects might tunnel through thin obstacles.
Limited Constraints: We haven’t implemented joints, springs, or other constraints.
CPU-Bound Processing: All calculations are performed on the CPU, limiting scalability.

In the next section, we’ll explore how Vulkan compute shaders can address these limitations by offloading physics calculations to the GPU, particularly for large-scale simulations with many objects.

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