Difference between revisions of "Team Guardian Physics"
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+ | <sup></sup>{{GAM670/DPS905 Index | 20111}} | ||
= Physics System Overview = | = Physics System Overview = | ||
By 'northWind' | By 'northWind' | ||
+ | |||
+ | [[Team_Guardian|Back to Team Guardian's Page]] | ||
+ | |||
+ | == Downloads == | ||
+ | [[Team_Guardian#Downloads | Download Here]] | ||
== Major Classes == | == Major Classes == | ||
Line 47: | Line 53: | ||
// order. Note here that I did NOT need to delete the Object created but I am deleting it since I attached | // order. Note here that I did NOT need to delete the Object created but I am deleting it since I attached | ||
// it to my PhysicsFrame and I do not want to delete the parent of the object prior to deleting the | // it to my PhysicsFrame and I do not want to delete the parent of the object prior to deleting the | ||
− | // object. | + | // object itself. |
o->Delete(); f->Delete(); c->Delete(); | o->Delete(); f->Delete(); c->Delete(); | ||
</pre> | </pre> | ||
− | == Framework | + | == Integrating Framework Into Existing Projects == |
+ | |||
+ | There are three ways to integrate the framework into your game: | ||
+ | |||
+ | # As a physics simulator and collision detector combination | ||
+ | # As a physics simulator only | ||
+ | # As a collision detector only | ||
+ | |||
+ | === Which Download Package Should I Choose? === | ||
+ | |||
+ | Choose one of the barebones packages. They are labelled to coincide with whichever route you want to take when integrating the framework into your project. A reference implementation is also provided that shows an example of how the physics simulation and collision detection code is implemented. For the least amount of headache and work, I suggest getting either the physics sim/collision detection package or the physics sim only package; the collision detection only package inherently requires more work as the iRigidBody interface must be implemented to suit your project ([[Team_Guardian_Physics#Collision_Detector_Only |See here]]). | ||
+ | |||
+ | Please skip to the section relevant to your interests :) | ||
+ | |||
+ | === Basic Integration Steps === | ||
+ | |||
+ | The barebones packages assume that your working copy is based on sample 28 but should integrate well with all samples 16 (possibly 22) and above. For all packages, the basic steps are the same and are the following: | ||
+ | |||
+ | # Copy all files unique to the chosen package into your working copy. Add the files to your solution as desired; I recommend that new project filters be created to keep the package code separate from everything else. | ||
+ | # Overwrite all of Chris' files that you did not modify during development that are also present in the chosen barebones package. | ||
+ | # Merge together files that you've modified from Chris' reference implementation and that are also present in the chosen barebones package. [mailto:hkamal-al-deen@learn.senecac.on.ca Let me know if any problems arise during this step :)] | ||
+ | |||
+ | '''Note that some files don't necessarily need to be copied in (such as Camera.cpp). Use your discretion when deciding on what parts of the framework to filter out and hopefully nothing breaks??''' | ||
+ | |||
+ | For the combined package and the physics-only package, this is all that you need to do to get going. To actually get stuff simulating, take a look at some of [[Team_Guardian_Physics#How_to_Use |this code]]. For the collision only package, read on... | ||
+ | |||
+ | === Collision Detector Only === | ||
+ | |||
+ | After copying/merging in the requisite files from the collision detection package and adding all new files to your solution, the project should now be compiling cleanly. To get any use out of the collision detection, you will want to create a collision space, assign it to be the global collision space and implement the iRigidBody interface for your custom object classes. Let's take a look at this one step at a time: | ||
+ | <ol> | ||
+ | <li>Create a global collision space for all of your collision geometry. For the time being, the only collision space available is the simple one so let's do that: | ||
+ | <pre> | ||
+ | #include "iCollisionSpace.h" | ||
+ | #include "iSimpleCollisionSpace.h" | ||
+ | |||
+ | iCollisionSpace* collisionSpace = CreateSimpleCollisionSpace(); | ||
+ | </pre> | ||
+ | </li> | ||
+ | <li> | ||
+ | Assign this collision space to be the global collision space for all collision geometries that will be created from this point on. This should be done during initialization and prior to collision geometry creation.<br/><br/> | ||
+ | |||
+ | From a design perspective, it should be possible for multiple collision spaces to coexist in the world but at the moment this is not implemented correctly so you will have to live with a single global collision space, unfortunately. | ||
+ | </li> | ||
+ | <li> | ||
+ | Implement the <code>iRigidBody</code> interface in some of your custom classes. A collision geometry requires a RigidBody instance to be passed in on creation (it can also be attached to a RigidBody at a later time); let's take a look at why this is so. | ||
+ | </li> | ||
+ | </ol> | ||
+ | |||
+ | ==== CollisionGeometry and RigidBody ==== | ||
+ | |||
+ | A collision geometry uses a RigidBody for location, rotation and velocity inforomation. When implementing the iRigidBody interface, it is crucial that <code>getRBDynamics()</code> return an up to date representation of the object's state in the world. At minimum, the following properties should be consistent with real-time attributes of the object: | ||
+ | <pre> | ||
+ | Vector position : Current position of COM | ||
+ | Vector com : Center of Mass offset. | ||
+ | PhysicsType physicsType : Type of physics applied to body, defaults to Falling (BUGGY, use PHYS_Falling and PHYS_Floating for now) | ||
+ | Matrix orientation : Matrix representing rotation in XYZ | ||
+ | </pre> | ||
+ | |||
+ | A couple of notes: | ||
+ | ; PhysicsType physicsType : Always return PHYS_Falling or PHYS_Floating. The collision space will filter out collisions between PHYS_FixedInSpace objects to avoid unnecessary collision checks. | ||
+ | ; Matrix orientation : Ensure that the rotation matrix has not been contaminated with any scale information, otherwise the collision tests may not return correct results. Oh, this might also be a good time to note that scaling is '''not supported''' by the physics simulator or the collision detector :) | ||
+ | |||
+ | Having said that, this should be enough to get your objects up and colliding. To detect all collisions at a given time in the world, call <code>populateContactList()</code> on the collision space. Retrieve the list of collisions by calling <code>getContactList()</code>; to find the number of contacts in the world, call <code>getNumContacts()</code>. | ||
+ | |||
+ | For more/misc information, see [[Team_Guardian_Physics#RigidBody |RigidBody Reference]] and the [[Team_Guardian_Physics#CollisionSpace |CollisionSpace Reference]]. | ||
+ | |||
+ | == Framework Reference == | ||
The framework consists of a physics simulator (PhysicsScene) and a collision space (SimpleCollisionSpace). They are designed to work relatively independently using a set a of joint interfaces. | The framework consists of a physics simulator (PhysicsScene) and a collision space (SimpleCollisionSpace). They are designed to work relatively independently using a set a of joint interfaces. | ||
− | === PhysicsScene === | + | Let's first look at the physics-only components: |
+ | |||
+ | === Physics === | ||
+ | |||
+ | ==== PhysicsScene ==== | ||
<pre>#include "iPhysicsScene.h"</pre> | <pre>#include "iPhysicsScene.h"</pre> | ||
Line 99: | Line 175: | ||
iPhysicsScene* CreatePhysicsScene(iContext* c); | iPhysicsScene* CreatePhysicsScene(iContext* c); | ||
</pre> | </pre> | ||
+ | |||
+ | ; virtual bool add(iRigidBody* o) : Adds a RigidBody to the internal RigidBody list. | ||
+ | ; virtual void setNewGlobalCollisionSpace(iCollisionSpace* cs) : Sets the default CollisionSpace for all CollisionGeometries to the one passed in. | ||
+ | ; virtual void update(int now) : Moves the simulation forward. Accepts an integer representing current world time. | ||
+ | ; virtual void remove(const iRigidBody* o) : Removes a RigidBody from the internal RigidBody list. The removed RigidBody will nolonger be simulated/updated by the PhysicsScene instance. | ||
+ | ; virtual void Delete() const : Deletes this PhysicsScene instance and also deletes all attached RigidBodies. | ||
+ | |||
+ | '''Typical Usage''' | ||
The standard controller functions should be called in the usual places in Engine.cpp (Delete(), release(), suspend(), reset(), restore()), please refer to Engine.cpp in the reference implementation for more details. | The standard controller functions should be called in the usual places in Engine.cpp (Delete(), release(), suspend(), reset(), restore()), please refer to Engine.cpp in the reference implementation for more details. | ||
Line 122: | Line 206: | ||
</pre> | </pre> | ||
− | This is sufficient to add physics simulation support to Chris' framework. This won't magically cause your objects to suddenly start moving around and reacting to gravity however. To do that, each object that should be simulated by the simulator must be associated with a RigidBody. | + | This is sufficient to add physics simulation support to Chris' framework. This won't magically cause your objects to suddenly start moving around and reacting to gravity however. To do that, each object that should be simulated by the simulator must be associated with a RigidBody. It is also possible to use a PhysicsFrame in a similar role, more on that later. |
+ | |||
+ | ==== RigidBody ==== | ||
+ | |||
+ | <pre>#include "iRigidBody.h"</pre> | ||
+ | |||
+ | A RigidBody provides access to a physics object's state in the world at any given point in time. Each RigidBody instance holds its physics properties in an RBDynamics struct. In order to access a RigidBody instance's properties, the method <code>getDynamics()</code> is called on the instance. This method returns a reference to an RBDynamics struct. Let's look at the interface: | ||
+ | |||
+ | <pre> | ||
+ | class iRigidBody { | ||
+ | public: | ||
+ | // initialization functions | ||
+ | virtual iRigidBody* clone() const = 0; | ||
+ | virtual void attach(iFrame* o) = 0; | ||
+ | virtual void attachListener(iCollisionListener* l) = 0; | ||
+ | virtual void detachListener(const iCollisionListener* l)= 0; | ||
+ | virtual void restore(int now) = 0; | ||
+ | // execution functions | ||
+ | virtual std::vector<iCollisionListener*>& getListeners()= 0; | ||
+ | virtual iFrame* getFrame () = 0; | ||
+ | virtual RBDynamics& getDynamics() = 0; | ||
+ | virtual const RBDynamics& getDynamics() const = 0; | ||
+ | virtual void setDynamics(const RBDynamics& d) = 0; | ||
+ | // termination functions | ||
+ | virtual void reset(int now) = 0; | ||
+ | virtual void suspend() const = 0; | ||
+ | virtual void release() const = 0; | ||
+ | virtual void Delete() const = 0; | ||
+ | }; | ||
+ | |||
+ | extern "C" | ||
+ | iRigidBody* CreateRigidBody(iFrame* o); | ||
+ | </pre> | ||
+ | |||
+ | Aside from the usual suspects, a few functions are of particular importance: | ||
+ | <pre> | ||
+ | iRigidBody* CreateRigidBody(iFrame* o); | ||
+ | virtual void attach(iFrame* o) = 0; | ||
+ | virtual RBDynamics& getDynamics() = 0; | ||
+ | virtual void Delete() const = 0; | ||
+ | </pre> | ||
+ | |||
+ | ; iRigidBody* CreateRigidBody(iFrame* o) : Creates a RigidBody and associates it with the active PhysicsScene coordinator. This function accepts an <code>iFrame* o</code> parameter. This parameter can be NULL if desired but should usually be the address of a valid iFrame.<br/><br/>The passed iFrame will be bound to this RigidBody. Every frame, PhysicsScene will update the frame's homogenous transformation matrix (T) to follow the location and rotation of the RigidBody. This is done at the end of the physics update step. | ||
+ | ; virtual void attach(iFrame* o) : Associates an iFrame instance with the RigidBody. Can also be used to associate the RigidBody with a new iFrame or to detach it from its currently associated iFrame by passing in NULL. | ||
+ | ; virtual RBDynamics& getDynamics() : Returns a reference to the RBDynamics struct. The public properties of the struct can be directly edited in this way. The physics simulator will update these properties every frame. | ||
+ | ; virtual void Delete() const : Deletes this RigidBody and its RBDynamics instance. Does not delete the associated object or any associated collision listeners. | ||
+ | |||
+ | ==== PhysicsFrame ==== | ||
+ | |||
+ | A PhysicsFrame is a convenience class that internally holds an instance of a RigidBody. This can be useful in that it is manipulated just like any other Frame and direct interaction with RBDynamics struct is not strictly required. Let's examine the interface: | ||
+ | |||
+ | <pre> | ||
+ | /* Physics Frame Interface - Model Branch | ||
+ | * | ||
+ | * iPhysicsFrame.h | ||
+ | * March 22 2011 | ||
+ | * distributed under TPL - see ../Licenses.txt | ||
+ | * Hasan Kamal-Al-Deen | ||
+ | */ | ||
+ | |||
+ | #include "Frame.h" | ||
+ | |||
+ | //--------------------------- iPhysicsFrame ----------------------------------- | ||
+ | // | ||
+ | // iPhysicsFrame is the Interface to the PhysicsFrame object. | ||
+ | // | ||
+ | |||
+ | class iRigidBody; | ||
+ | struct RBDynamics; | ||
+ | |||
+ | class iPhysicsFrame : public Frame { | ||
+ | public: | ||
+ | virtual iRigidBody* getRB() const = 0; | ||
+ | virtual RBDynamics* getDynamics() const = 0; | ||
+ | virtual iPhysicsFrame* clone() const = 0; | ||
+ | // termination functions | ||
+ | virtual void suspend() const = 0; | ||
+ | virtual void release() const = 0; | ||
+ | virtual void Delete() const = 0; | ||
+ | }; | ||
+ | |||
+ | extern "C" | ||
+ | iPhysicsFrame* CreatePhysicsFrame(); | ||
+ | </pre> | ||
+ | |||
+ | The standard suite of iFrame functions is implemented to work as you would expect. Let's look at the new convenience functions: | ||
+ | <pre> | ||
+ | virtual iRigidBody* getRB() const = 0; | ||
+ | virtual RBDynamics* getDynamics() const = 0; | ||
+ | </pre> | ||
+ | ; virtual iRigidBody* getRB() const : Returns the RigidBody instance associated with this PhysicsFrame. | ||
+ | ; virtual RBDynamics* getDynamics() const : Returns the RBDynamics instance contained within the associated RigidBody. | ||
+ | |||
+ | It should be noted that while PhysicsScene tracks all RigidBodies and destroys them upon engine shutdown, it does not do this for PhysicsFrame instances. Therefore, the implementer is responsible (at least for the time being!) for destrying PhysicsFrame instances. Please refer to the example implementation for an example on how to do this. | ||
+ | |||
+ | === Collision === | ||
+ | |||
+ | ==== CollisionSpace ==== | ||
+ | |||
+ | <pre>#include "iCollisionSpace.h"</pre> | ||
+ | |||
+ | A CollisionSpace is not a coordinator and does not need to be updated every frame. A collision space is responsible for holding a list of collision geometries (CollisionGeometry) and for generating a list of all collisions between them. There are two ways to add collision geometries to a collision space: | ||
+ | |||
+ | # By manually adding each CollisionGeometry to to the space by calling <code>virtual bool add(iCollisionGeometry* o)</code> on the CollisionSpace instance. | ||
+ | # By setting a particular CollisionSpace instance to be the default collision space for all collision geometries. This is done by calling <code>CollisionGeometry::setGlobalCollisionSpace(iCollisionSpace* cs)</code> | ||
+ | |||
+ | Let's look at the interface: | ||
+ | <pre> | ||
+ | class iCollisionSpace { | ||
+ | public: | ||
+ | // execution functions | ||
+ | virtual bool add(iCollisionGeometry* o) = 0; | ||
+ | virtual void remove(iCollisionGeometry* o) = 0; | ||
+ | virtual const std::list<iCollisionGeometry*>& getAttachedGeometry() = 0; | ||
+ | virtual void populateContactList(float delta) = 0; | ||
+ | virtual const CollisionContact* getContactList() const = 0; | ||
+ | virtual size_t getNumContacts() const = 0; | ||
+ | // termination functions | ||
+ | virtual void suspend() const = 0; | ||
+ | virtual void release() const = 0; | ||
+ | virtual void Delete() const = 0; | ||
+ | }; | ||
+ | </pre> | ||
+ | |||
+ | Of these functions, three are of particular importance: | ||
+ | <pre> | ||
+ | virtual void populateContactList(float delta) = 0; | ||
+ | virtual const CollisionContact* getContactList() const = 0; | ||
+ | virtual size_t getNumContacts() const = 0; | ||
+ | </pre> | ||
+ | |||
+ | ; virtual void populateContactList(float delta) : Collides all attached collision geometries with each other, clears then builds the internal contact list. This function requires a delta time amount to be passed in that represents the last time <code>populateContactList()</code> was called. Valid values for <code>delta</code> are inclusively between 0.0f and FLOAT_INFINITE. | ||
+ | ; virtual size_t getNumContacts() const : Returns the number of CollisionContacts in the contact list array. | ||
+ | ; virtual const CollisionContact* getContactList() : Returns a pointer to the first element in the internal CollisionContact array. | ||
+ | |||
+ | Currently, only a simple collision space is implemented. It performs N^2 collision checks when populateContactList is called where N is the number of collision geometries attached to the space. | ||
+ | |||
+ | In the very near future, an octree collision space will be implemented. This space will be updated when this happens :) | ||
+ | |||
+ | ==== SimpleCollisionSpace ==== | ||
+ | |||
+ | <pre>#include "iSimpleCollisionSpace.h"</pre> | ||
+ | |||
+ | Creating a simple collision space is as easy as cake. Let's look at the interface: | ||
+ | <pre> | ||
+ | /* Simple Collision Space Interface - Physics Scene Component - Model Branch | ||
+ | * | ||
+ | * iSimpleCollisionSpace.h | ||
+ | * November 17 2010 | ||
+ | */ | ||
+ | |||
+ | //--------------------------- iSimpleCollisionSpace --------------------------- | ||
+ | // | ||
+ | // A simple collision space. Performance is N^2 rigid bodies. | ||
+ | // | ||
+ | |||
+ | class iCollisionSpace; | ||
+ | |||
+ | extern "C" | ||
+ | iCollisionSpace* CreateSimpleCollisionSpace(size_t samplesPerSecond=60); | ||
+ | </pre> | ||
+ | |||
+ | Surprise! There is no interface! iSimpleCollisionSpace.h simply holds the header for the creation function. To create a simple collision space, simply call: | ||
+ | <pre>iCollisionSpace* CreateSimpleCollisionSpace()</pre> | ||
+ | |||
+ | ; size_t samplesPerSecond=60 : The number of collision samples to perform per second; used in contact determination. At the moment, this feature is simply disabled as the implementation is borked.... HOWEVER! If the implementation were not borked, then under most circumstances the samplesPerSecond parameter should not have to be changed. | ||
+ | |||
+ | ==== CollisionContact ==== | ||
+ | |||
+ | <pre>#include "iCollisionSpace.h"</pre> | ||
+ | |||
+ | A CollisionContact represents a single collision at a point in world space between two collision geometries. Let's look at the definition: | ||
+ | |||
+ | <pre> | ||
+ | struct CollisionContact{ | ||
+ | Vector pos; // contact position | ||
+ | Vector normal; // normal vector | ||
+ | float depth; // penetration depth | ||
+ | iCollisionGeometry *g1, *g2; // colliding geoms | ||
+ | }; | ||
+ | </pre> | ||
+ | |||
+ | ; Vector pos : The world space location of the point of collision. | ||
+ | ; Vector normal : A world space unit vector perpendicular to the collision surface. This always points at g2. | ||
+ | ; float depth : The depth of penetration between the geometries. | ||
+ | ; iCollisionGeometry* g1 : The first geometry involved in this collision. | ||
+ | ; iCollisionGeometry* g2 : The second geometry involved in this collision. | ||
+ | |||
+ | With this information, the computer can be programmed to respond appropriately to any number of collisions :) | ||
+ | |||
+ | ==== CollisionGeometry ==== | ||
+ | |||
+ | <pre>#include "iCollisionGeometry.h"</pre> | ||
+ | |||
+ | A CollisionGeometry is a mathematical representation of a body's shape in 3D. Currently, there are 2 collision geometries implemented: | ||
+ | |||
+ | # iCSphere : A collision sphere. Possesses a single radius. <pre>#include "iCSphere.h"</pre> | ||
+ | # iCOBB : A body oriented bounding box. Possesses 3 radius values, one for each dimension. This shape rotates with the RigidBody. <pre>#include "iCOBB.h"</pre> | ||
+ | |||
+ | The collision primitives can be created and associated with a RigidBody as follows, respectively: | ||
+ | |||
+ | * <code>iCollisionGeometry* CreateCSphere(iRigidBody* rb=NULL, float radius=10.0f)</code> | ||
+ | * <code>iCollisionGeometry* CreateCOBB(iRigidBody* rb=NULL, const Vector& radius=Vector(10, 10, 10))</code> | ||
+ | |||
+ | == Listening For Collisions == | ||
+ | |||
+ | While RigidBodies are not directly responsible for holding collision information or for keeping track of collisions, a decision was made early on to let RigidBody hold the CollisionListener list. The logic behind this is foul and mysterious; in the future, the CollisionListener list will most likely be held by instances of iCollisionGeometry. | ||
+ | |||
+ | A CollisionListener is an object that performs some action in response to a collision event between two objects. This is done by implementing the iCollisionListener interface in a class and then adding an instance of the listener class to the CollisionListener list of a given RigidBody. From that point on, that RigidBody will forward all collision events that it is involved in to the added CollisionListener as well as any other CollisionListeners that may have been added to the RigidBody previously. CollisionListeners can also be removed from a given RigidBody. | ||
+ | |||
+ | The CollisionListener list of a given RigidBody may be edited by calling the following functions: | ||
+ | <pre> | ||
+ | virtual void attachListener(iCollisionListener* l) = 0; | ||
+ | virtual void detachListener(const iCollisionListener* l)= 0; | ||
+ | virtual std::vector<iCollisionListener*>& getListeners()= 0; | ||
+ | </pre> | ||
+ | I assume that the purpose of these functions is mostly self explanatory :) | ||
+ | |||
+ | === CollisionListener === | ||
− | + | <pre>#include "iCollisionListener.h"</pre> | |
− | + | Let's look at the CollisionListener interface: | |
+ | <pre> | ||
+ | /* Collision Listener Interface - Physics Scene Component - Model Branch | ||
+ | * | ||
+ | * iCollisionListener.h | ||
+ | * December 8 2010 | ||
+ | */ | ||
− | + | //--------------------------- iCollisionListener ------------------------------ | |
+ | // | ||
+ | // A listener for collision events. Can be attached to a rigid body. | ||
+ | // | ||
− | # | + | #include "MathDeclarations.h" |
− | |||
− | |||
− | + | class iRigidBody; | |
− | = | + | class iCollisionListener { |
+ | public: | ||
+ | virtual void HitWall( | ||
+ | iRigidBody* other, | ||
+ | Vector hitNormal, | ||
+ | Vector hitLocation) = 0; | ||
+ | }; | ||
+ | </pre> | ||
− | + | The interface requires a single function to be implemented: | |
+ | <pre>virtual void HitWall(iRigidBody* other, Vector hitNormal, Vector hitLocation)</pre> | ||
− | + | This function will be called by PhysicsScene every frame that two objects are colliding. | |
+ | ; iRigidBody* other : The RigidBody that the RigidBody that this CollisionListener is attached to has collided with. | ||
+ | ; Vector hitNormal : A unit vector in world space perpendicular to the surface of collision, points in the direction of <code>other</code>. | ||
+ | ; Vector hitLocation : The location in world space of the point of collision. | ||
+ | == RBDynamics Reference == | ||
+ | === Properties === | ||
; Vector position : Current position of COM | ; Vector position : Current position of COM | ||
; Vector velocity : Current velocity of COM | ; Vector velocity : Current velocity of COM | ||
Line 160: | Line 482: | ||
; Vector temporalTorque : Torque force that will be applied at the next tick and then reset to 0; Total angular acceleration is equal to: angularAcceleration + ((torque + temporalTorque)/inertiaMoment) | ; Vector temporalTorque : Torque force that will be applied at the next tick and then reset to 0; Total angular acceleration is equal to: angularAcceleration + ((torque + temporalTorque)/inertiaMoment) | ||
− | == | + | === Functions === |
− | + | ; Vector getWorldCOM() const : '''REMOVED IN NEXT UPDATE''' Returns the world position of the COM with respect to this body. | |
− | ; Vector getWorldCOM() const : Returns the world position of the COM with respect to this body. | ||
; Vector getVelocityAtWorldPoint(const Vector& p) const : Given a point in worldspace, returns its speed taking into account velocity and angular velocity. | ; Vector getVelocityAtWorldPoint(const Vector& p) const : Given a point in worldspace, returns its speed taking into account velocity and angular velocity. | ||
; Void setInverseInertiaTensor(const Matrix& i) : Sets the inverse inertia tensor of this body. Automatically sets the inertia tensor as well by inversing the incoming matrix. DOES NOT NEED TO BE CALLED AFTER CALLING setInertiaTensor() | ; Void setInverseInertiaTensor(const Matrix& i) : Sets the inverse inertia tensor of this body. Automatically sets the inertia tensor as well by inversing the incoming matrix. DOES NOT NEED TO BE CALLED AFTER CALLING setInertiaTensor() | ||
Line 169: | Line 490: | ||
; Matrix& getInverseInertiaTensor() : Returns the inertia tensor or inverse inertia tensor contained by this object. | ; Matrix& getInverseInertiaTensor() : Returns the inertia tensor or inverse inertia tensor contained by this object. | ||
; Void ApplyImpulse(const Vector& impulse, const Vector& pointOfApplication) : Applies a given impulse instantaneously onto this object at a given world point of application. Can be used to shoot or prod objects. | ; Void ApplyImpulse(const Vector& impulse, const Vector& pointOfApplication) : Applies a given impulse instantaneously onto this object at a given world point of application. Can be used to shoot or prod objects. | ||
+ | |||
+ | ==== Functions Coming In Next Update ==== | ||
+ | ; void attachTo(RBDynamics* p) : Attaches this RBD to a given RBD. It is not required to call this function after calling PhysicsFrame's AttachTo(PhysicsFrame*) if the RBD resides within the RB of the PhysicsFrame. | ||
+ | ; RBDynamics* attachedTo() const : Returns the RBD this RBD is attached to or NULL. | ||
+ | ; RBDynamics* attachmentRoot() const : Returns the root of the attachment chain of this RBD. | ||
+ | ; float getMass() const : Returns the mass of the RBD at the root of the attachment chain. | ||
+ | ; Vector getWorldPosition() const : Returns the world-space position of this body's COM taking into account parent position/orientation. | ||
+ | ; Matrix getWorldOrientation() const : Returns the world-space orientation of this body taking into account parent orientation. | ||
== Other Topics Reference == | == Other Topics Reference == |
Latest revision as of 20:50, 12 April 2011
GAM670/DPS905 | Weekly Schedule | Student List | Project Requirements | Teams and their Projects | Student Resources
Contents
Physics System Overview
By 'northWind'
Downloads
Major Classes
- Physics
- iPhysicsFrame
- iRigidBody
- RBDynamics
- Physics Coordinator
- iPhysicsScene
- Collision Information
- iCollisionGeometry
- iCSphere
- iCOBB
- Collision Notification
- iCollisionListener
- Collision Space
- iCollisionSpace
- iSimpleCollisionSpace
How to Use
- Sample Code To Be Placed In Design
iPhysicsFrame* f = CreatePhysicsFrame(); // Create base physics frame RBDynamics* d = f->getDynamics(); // Obtain handle to physics frame iObject* o = CreateSphere(…..); o->attachTo(f); // Create graphical object and attach to pframe d.velocity += Vector(0, 0, 500); // Set some of the physics properties // OPTIONAL - Attach collision primitive iCollisionGeometry* c = CreateCSphere(f->getRB(), 50); // At this point the object is simulating in the world and no further action is *necessary* // Other dynamics properties can also be changed for further effects // Although the physics simulator keeps track of collision geometries and rigid bodies and will dispose of // them upon shutdown (it does not track PhysicsFrame objects), it is good practice to clear bodies that // are out of use since physics computations, especially collision, are quite costly. // To release, call delete on the allocated elements. Generally, the elements can be disallocated in any // order. Note here that I did NOT need to delete the Object created but I am deleting it since I attached // it to my PhysicsFrame and I do not want to delete the parent of the object prior to deleting the // object itself. o->Delete(); f->Delete(); c->Delete();
Integrating Framework Into Existing Projects
There are three ways to integrate the framework into your game:
- As a physics simulator and collision detector combination
- As a physics simulator only
- As a collision detector only
Which Download Package Should I Choose?
Choose one of the barebones packages. They are labelled to coincide with whichever route you want to take when integrating the framework into your project. A reference implementation is also provided that shows an example of how the physics simulation and collision detection code is implemented. For the least amount of headache and work, I suggest getting either the physics sim/collision detection package or the physics sim only package; the collision detection only package inherently requires more work as the iRigidBody interface must be implemented to suit your project (See here).
Please skip to the section relevant to your interests :)
Basic Integration Steps
The barebones packages assume that your working copy is based on sample 28 but should integrate well with all samples 16 (possibly 22) and above. For all packages, the basic steps are the same and are the following:
- Copy all files unique to the chosen package into your working copy. Add the files to your solution as desired; I recommend that new project filters be created to keep the package code separate from everything else.
- Overwrite all of Chris' files that you did not modify during development that are also present in the chosen barebones package.
- Merge together files that you've modified from Chris' reference implementation and that are also present in the chosen barebones package. Let me know if any problems arise during this step :)
Note that some files don't necessarily need to be copied in (such as Camera.cpp). Use your discretion when deciding on what parts of the framework to filter out and hopefully nothing breaks??
For the combined package and the physics-only package, this is all that you need to do to get going. To actually get stuff simulating, take a look at some of this code. For the collision only package, read on...
Collision Detector Only
After copying/merging in the requisite files from the collision detection package and adding all new files to your solution, the project should now be compiling cleanly. To get any use out of the collision detection, you will want to create a collision space, assign it to be the global collision space and implement the iRigidBody interface for your custom object classes. Let's take a look at this one step at a time:
- Create a global collision space for all of your collision geometry. For the time being, the only collision space available is the simple one so let's do that:
#include "iCollisionSpace.h" #include "iSimpleCollisionSpace.h" iCollisionSpace* collisionSpace = CreateSimpleCollisionSpace();
-
Assign this collision space to be the global collision space for all collision geometries that will be created from this point on. This should be done during initialization and prior to collision geometry creation.
From a design perspective, it should be possible for multiple collision spaces to coexist in the world but at the moment this is not implemented correctly so you will have to live with a single global collision space, unfortunately. -
Implement the
iRigidBody
interface in some of your custom classes. A collision geometry requires a RigidBody instance to be passed in on creation (it can also be attached to a RigidBody at a later time); let's take a look at why this is so.
CollisionGeometry and RigidBody
A collision geometry uses a RigidBody for location, rotation and velocity inforomation. When implementing the iRigidBody interface, it is crucial that getRBDynamics()
return an up to date representation of the object's state in the world. At minimum, the following properties should be consistent with real-time attributes of the object:
Vector position : Current position of COM Vector com : Center of Mass offset. PhysicsType physicsType : Type of physics applied to body, defaults to Falling (BUGGY, use PHYS_Falling and PHYS_Floating for now) Matrix orientation : Matrix representing rotation in XYZ
A couple of notes:
- PhysicsType physicsType
- Always return PHYS_Falling or PHYS_Floating. The collision space will filter out collisions between PHYS_FixedInSpace objects to avoid unnecessary collision checks.
- Matrix orientation
- Ensure that the rotation matrix has not been contaminated with any scale information, otherwise the collision tests may not return correct results. Oh, this might also be a good time to note that scaling is not supported by the physics simulator or the collision detector :)
Having said that, this should be enough to get your objects up and colliding. To detect all collisions at a given time in the world, call populateContactList()
on the collision space. Retrieve the list of collisions by calling getContactList()
; to find the number of contacts in the world, call getNumContacts()
.
For more/misc information, see RigidBody Reference and the CollisionSpace Reference.
Framework Reference
The framework consists of a physics simulator (PhysicsScene) and a collision space (SimpleCollisionSpace). They are designed to work relatively independently using a set a of joint interfaces.
Let's first look at the physics-only components:
Physics
PhysicsScene
#include "iPhysicsScene.h"
PhysicsScene is the coordinator responsible for frame by frame physics simulation. It should be created in Engine
's constructor by calling:
CreatePhysicsScene(iContext* c)
The collision space, if any, should be set in Engine
's setup() function. We will look at this later.
Let's take a look at PhysicsScene's interface:
/* Physics Scene Interface - Scene Component - Model Branch * * iPhysicsScene.h * November 6 2010 */ //--------------------------- iPhysicsScene ----------------------------------- // // iPhysicsScene is the interface to the physics scene coordinator // class iRigidBody; class iContext; class iCollisionSpace; class iPhysicsScene { public: // initialization functions virtual bool add(iRigidBody* o) = 0; virtual void setNewGlobalCollisionSpace(iCollisionSpace* cs) = 0; virtual void restore(int now) = 0; // execution functions virtual void update(int now) = 0; // termination functions virtual void reset(int now) = 0; virtual void suspend() const = 0; virtual void release() const = 0; virtual void remove(const iRigidBody* o) = 0; virtual void Delete() const = 0; }; extern "C" iPhysicsScene* CreatePhysicsScene(iContext* c);
- virtual bool add(iRigidBody* o)
- Adds a RigidBody to the internal RigidBody list.
- virtual void setNewGlobalCollisionSpace(iCollisionSpace* cs)
- Sets the default CollisionSpace for all CollisionGeometries to the one passed in.
- virtual void update(int now)
- Moves the simulation forward. Accepts an integer representing current world time.
- virtual void remove(const iRigidBody* o)
- Removes a RigidBody from the internal RigidBody list. The removed RigidBody will nolonger be simulated/updated by the PhysicsScene instance.
- virtual void Delete() const
- Deletes this PhysicsScene instance and also deletes all attached RigidBodies.
Typical Usage
The standard controller functions should be called in the usual places in Engine.cpp (Delete(), release(), suspend(), reset(), restore()), please refer to Engine.cpp in the reference implementation for more details.
In order to advance the simulation forward, update(int now)
should be called every frame. Naturally, PhysicsScene's update()
should be called from within Engine
's run. Physics should be updated before design is updated. Let's look at how this is accomplished in the reference implementation:
now = rightNow; // retrieve user input, if any keyboard->retrieveInput(); mouse->retrieveInput(); joystick->retrieveInput(); // update the model components physicsScene->update(rightNow); design->update(rightNow); scene->updateEmitters(rightNow); viewing->update(rightNow); audio->update(rightNow); lighting->update(); hud->update(rightNow);
This is sufficient to add physics simulation support to Chris' framework. This won't magically cause your objects to suddenly start moving around and reacting to gravity however. To do that, each object that should be simulated by the simulator must be associated with a RigidBody. It is also possible to use a PhysicsFrame in a similar role, more on that later.
RigidBody
#include "iRigidBody.h"
A RigidBody provides access to a physics object's state in the world at any given point in time. Each RigidBody instance holds its physics properties in an RBDynamics struct. In order to access a RigidBody instance's properties, the method getDynamics()
is called on the instance. This method returns a reference to an RBDynamics struct. Let's look at the interface:
class iRigidBody { public: // initialization functions virtual iRigidBody* clone() const = 0; virtual void attach(iFrame* o) = 0; virtual void attachListener(iCollisionListener* l) = 0; virtual void detachListener(const iCollisionListener* l)= 0; virtual void restore(int now) = 0; // execution functions virtual std::vector<iCollisionListener*>& getListeners()= 0; virtual iFrame* getFrame () = 0; virtual RBDynamics& getDynamics() = 0; virtual const RBDynamics& getDynamics() const = 0; virtual void setDynamics(const RBDynamics& d) = 0; // termination functions virtual void reset(int now) = 0; virtual void suspend() const = 0; virtual void release() const = 0; virtual void Delete() const = 0; }; extern "C" iRigidBody* CreateRigidBody(iFrame* o);
Aside from the usual suspects, a few functions are of particular importance:
iRigidBody* CreateRigidBody(iFrame* o); virtual void attach(iFrame* o) = 0; virtual RBDynamics& getDynamics() = 0; virtual void Delete() const = 0;
- iRigidBody* CreateRigidBody(iFrame* o)
- Creates a RigidBody and associates it with the active PhysicsScene coordinator. This function accepts an
iFrame* o
parameter. This parameter can be NULL if desired but should usually be the address of a valid iFrame.
The passed iFrame will be bound to this RigidBody. Every frame, PhysicsScene will update the frame's homogenous transformation matrix (T) to follow the location and rotation of the RigidBody. This is done at the end of the physics update step. - virtual void attach(iFrame* o)
- Associates an iFrame instance with the RigidBody. Can also be used to associate the RigidBody with a new iFrame or to detach it from its currently associated iFrame by passing in NULL.
- virtual RBDynamics& getDynamics()
- Returns a reference to the RBDynamics struct. The public properties of the struct can be directly edited in this way. The physics simulator will update these properties every frame.
- virtual void Delete() const
- Deletes this RigidBody and its RBDynamics instance. Does not delete the associated object or any associated collision listeners.
PhysicsFrame
A PhysicsFrame is a convenience class that internally holds an instance of a RigidBody. This can be useful in that it is manipulated just like any other Frame and direct interaction with RBDynamics struct is not strictly required. Let's examine the interface:
/* Physics Frame Interface - Model Branch * * iPhysicsFrame.h * March 22 2011 * distributed under TPL - see ../Licenses.txt * Hasan Kamal-Al-Deen */ #include "Frame.h" //--------------------------- iPhysicsFrame ----------------------------------- // // iPhysicsFrame is the Interface to the PhysicsFrame object. // class iRigidBody; struct RBDynamics; class iPhysicsFrame : public Frame { public: virtual iRigidBody* getRB() const = 0; virtual RBDynamics* getDynamics() const = 0; virtual iPhysicsFrame* clone() const = 0; // termination functions virtual void suspend() const = 0; virtual void release() const = 0; virtual void Delete() const = 0; }; extern "C" iPhysicsFrame* CreatePhysicsFrame();
The standard suite of iFrame functions is implemented to work as you would expect. Let's look at the new convenience functions:
virtual iRigidBody* getRB() const = 0; virtual RBDynamics* getDynamics() const = 0;
- virtual iRigidBody* getRB() const
- Returns the RigidBody instance associated with this PhysicsFrame.
- virtual RBDynamics* getDynamics() const
- Returns the RBDynamics instance contained within the associated RigidBody.
It should be noted that while PhysicsScene tracks all RigidBodies and destroys them upon engine shutdown, it does not do this for PhysicsFrame instances. Therefore, the implementer is responsible (at least for the time being!) for destrying PhysicsFrame instances. Please refer to the example implementation for an example on how to do this.
Collision
CollisionSpace
#include "iCollisionSpace.h"
A CollisionSpace is not a coordinator and does not need to be updated every frame. A collision space is responsible for holding a list of collision geometries (CollisionGeometry) and for generating a list of all collisions between them. There are two ways to add collision geometries to a collision space:
- By manually adding each CollisionGeometry to to the space by calling
virtual bool add(iCollisionGeometry* o)
on the CollisionSpace instance. - By setting a particular CollisionSpace instance to be the default collision space for all collision geometries. This is done by calling
CollisionGeometry::setGlobalCollisionSpace(iCollisionSpace* cs)
Let's look at the interface:
class iCollisionSpace { public: // execution functions virtual bool add(iCollisionGeometry* o) = 0; virtual void remove(iCollisionGeometry* o) = 0; virtual const std::list<iCollisionGeometry*>& getAttachedGeometry() = 0; virtual void populateContactList(float delta) = 0; virtual const CollisionContact* getContactList() const = 0; virtual size_t getNumContacts() const = 0; // termination functions virtual void suspend() const = 0; virtual void release() const = 0; virtual void Delete() const = 0; };
Of these functions, three are of particular importance:
virtual void populateContactList(float delta) = 0; virtual const CollisionContact* getContactList() const = 0; virtual size_t getNumContacts() const = 0;
- virtual void populateContactList(float delta)
- Collides all attached collision geometries with each other, clears then builds the internal contact list. This function requires a delta time amount to be passed in that represents the last time
populateContactList()
was called. Valid values fordelta
are inclusively between 0.0f and FLOAT_INFINITE. - virtual size_t getNumContacts() const
- Returns the number of CollisionContacts in the contact list array.
- virtual const CollisionContact* getContactList()
- Returns a pointer to the first element in the internal CollisionContact array.
Currently, only a simple collision space is implemented. It performs N^2 collision checks when populateContactList is called where N is the number of collision geometries attached to the space.
In the very near future, an octree collision space will be implemented. This space will be updated when this happens :)
SimpleCollisionSpace
#include "iSimpleCollisionSpace.h"
Creating a simple collision space is as easy as cake. Let's look at the interface:
/* Simple Collision Space Interface - Physics Scene Component - Model Branch * * iSimpleCollisionSpace.h * November 17 2010 */ //--------------------------- iSimpleCollisionSpace --------------------------- // // A simple collision space. Performance is N^2 rigid bodies. // class iCollisionSpace; extern "C" iCollisionSpace* CreateSimpleCollisionSpace(size_t samplesPerSecond=60);
Surprise! There is no interface! iSimpleCollisionSpace.h simply holds the header for the creation function. To create a simple collision space, simply call:
iCollisionSpace* CreateSimpleCollisionSpace()
- size_t samplesPerSecond=60
- The number of collision samples to perform per second; used in contact determination. At the moment, this feature is simply disabled as the implementation is borked.... HOWEVER! If the implementation were not borked, then under most circumstances the samplesPerSecond parameter should not have to be changed.
CollisionContact
#include "iCollisionSpace.h"
A CollisionContact represents a single collision at a point in world space between two collision geometries. Let's look at the definition:
struct CollisionContact{ Vector pos; // contact position Vector normal; // normal vector float depth; // penetration depth iCollisionGeometry *g1, *g2; // colliding geoms };
- Vector pos
- The world space location of the point of collision.
- Vector normal
- A world space unit vector perpendicular to the collision surface. This always points at g2.
- float depth
- The depth of penetration between the geometries.
- iCollisionGeometry* g1
- The first geometry involved in this collision.
- iCollisionGeometry* g2
- The second geometry involved in this collision.
With this information, the computer can be programmed to respond appropriately to any number of collisions :)
CollisionGeometry
#include "iCollisionGeometry.h"
A CollisionGeometry is a mathematical representation of a body's shape in 3D. Currently, there are 2 collision geometries implemented:
- iCSphere : A collision sphere. Possesses a single radius.
#include "iCSphere.h"
- iCOBB : A body oriented bounding box. Possesses 3 radius values, one for each dimension. This shape rotates with the RigidBody.
#include "iCOBB.h"
The collision primitives can be created and associated with a RigidBody as follows, respectively:
-
iCollisionGeometry* CreateCSphere(iRigidBody* rb=NULL, float radius=10.0f)
-
iCollisionGeometry* CreateCOBB(iRigidBody* rb=NULL, const Vector& radius=Vector(10, 10, 10))
Listening For Collisions
While RigidBodies are not directly responsible for holding collision information or for keeping track of collisions, a decision was made early on to let RigidBody hold the CollisionListener list. The logic behind this is foul and mysterious; in the future, the CollisionListener list will most likely be held by instances of iCollisionGeometry.
A CollisionListener is an object that performs some action in response to a collision event between two objects. This is done by implementing the iCollisionListener interface in a class and then adding an instance of the listener class to the CollisionListener list of a given RigidBody. From that point on, that RigidBody will forward all collision events that it is involved in to the added CollisionListener as well as any other CollisionListeners that may have been added to the RigidBody previously. CollisionListeners can also be removed from a given RigidBody.
The CollisionListener list of a given RigidBody may be edited by calling the following functions:
virtual void attachListener(iCollisionListener* l) = 0; virtual void detachListener(const iCollisionListener* l)= 0; virtual std::vector<iCollisionListener*>& getListeners()= 0;
I assume that the purpose of these functions is mostly self explanatory :)
CollisionListener
#include "iCollisionListener.h"
Let's look at the CollisionListener interface:
/* Collision Listener Interface - Physics Scene Component - Model Branch * * iCollisionListener.h * December 8 2010 */ //--------------------------- iCollisionListener ------------------------------ // // A listener for collision events. Can be attached to a rigid body. // #include "MathDeclarations.h" class iRigidBody; class iCollisionListener { public: virtual void HitWall( iRigidBody* other, Vector hitNormal, Vector hitLocation) = 0; };
The interface requires a single function to be implemented:
virtual void HitWall(iRigidBody* other, Vector hitNormal, Vector hitLocation)
This function will be called by PhysicsScene every frame that two objects are colliding.
- iRigidBody* other
- The RigidBody that the RigidBody that this CollisionListener is attached to has collided with.
- Vector hitNormal
- A unit vector in world space perpendicular to the surface of collision, points in the direction of
other
. - Vector hitLocation
- The location in world space of the point of collision.
RBDynamics Reference
Properties
- Vector position
- Current position of COM
- Vector velocity
- Current velocity of COM
- Vector lastVelocity
- Used to help detect velocity spikes
- Vector acceleration
- Additive acceleration of COM
- Vector force
- Constant force applied to COM
- Vector temporalForce
- Force that will be applied at the nexttick and then reset to 0. Total linear acceleration is equal to: <math>acceleration + ((force + temporalForce)/mass)</math>
- float mass
- Mass, defaults to 1, the more mass present the more force required to move the object. Set this to INFINITE_MASS (#include "ModelSettings.h") to prevent the object from moving.
- float dragCoefficient
- The drag coefficient, 0 implies no drag, 0.25~0.45 is the drag of a car, etc...
- float restitution
- How much energy does the object keep after a collision? 1 - Superball, the object loses none, 0 - Clay, the object loses all
- float friction
- Tangential impulse applied during a collision that hinders movement along the plane of the collision normal. Coefficient of friction of a given collision is calculated by adding together the friction values of the two objects colliding.
- Vector com
- Center of Mass offset.
- PhysicsType physicsType
- Type of physics applied to body, defaults to Falling (BUGGY, use PHYS_Falling and PHYS_Floating for now)
- Matrix orientation
- Matrix representing rotation in XYZ
- Vector angularVelocity
- Angular velocity in radians/sec in XYZ
- Vector angularMomentum
- Angular momentum on the COM
- Vector torque
- Torque force on the COM
- Vector temporalTorque
- Torque force that will be applied at the next tick and then reset to 0; Total angular acceleration is equal to: angularAcceleration + ((torque + temporalTorque)/inertiaMoment)
Functions
- Vector getWorldCOM() const
- REMOVED IN NEXT UPDATE Returns the world position of the COM with respect to this body.
- Vector getVelocityAtWorldPoint(const Vector& p) const
- Given a point in worldspace, returns its speed taking into account velocity and angular velocity.
- Void setInverseInertiaTensor(const Matrix& i)
- Sets the inverse inertia tensor of this body. Automatically sets the inertia tensor as well by inversing the incoming matrix. DOES NOT NEED TO BE CALLED AFTER CALLING setInertiaTensor()
- Void setInertiaTensor(const Matrix& i)
- Opposite of setInverseInertiaTensor. DOES NOT NEED TO BE CALLED AFTER CALLING setInverseInertiaTensor()
- Matrix& getInertiaTensor()
- Matrix& getInverseInertiaTensor()
- Returns the inertia tensor or inverse inertia tensor contained by this object.
- Void ApplyImpulse(const Vector& impulse, const Vector& pointOfApplication)
- Applies a given impulse instantaneously onto this object at a given world point of application. Can be used to shoot or prod objects.
Functions Coming In Next Update
- void attachTo(RBDynamics* p)
- Attaches this RBD to a given RBD. It is not required to call this function after calling PhysicsFrame's AttachTo(PhysicsFrame*) if the RBD resides within the RB of the PhysicsFrame.
- RBDynamics* attachedTo() const
- Returns the RBD this RBD is attached to or NULL.
- RBDynamics* attachmentRoot() const
- Returns the root of the attachment chain of this RBD.
- float getMass() const
- Returns the mass of the RBD at the root of the attachment chain.
- Vector getWorldPosition() const
- Returns the world-space position of this body's COM taking into account parent position/orientation.
- Matrix getWorldOrientation() const
- Returns the world-space orientation of this body taking into account parent orientation.
Other Topics Reference
Inertia Tensor
The inertia tensor is a Matrix representation of the distribution of mass within an object. This property is important in that it determines how objects rotate in reaction to given impulses. Provided are two methods to create them:
- Use the quick inertia tensor calculators (getBoxInertiaTensor, getSphereInertiaTensor, #include “MathDefinitions.h”)
- Create a sequence of PointMass objects and calculate the inertia tensor on them by using getInertiaTensor (const PointMass* points, size_t n). If possible, please use method 1 as method 2 has been returning somewhat exaggerated results.
Impulse
A force that is applied to an object over a very small time period. Practically, this force is applied instantaneously in the case of this engine.
Collision Geometry
The collision representation of an object. Typically in the form of boxes or spheres but may be other shapes. Currently implemented shapes are spheres and boxes, future additions include planes (possibly although use appears limited since no graphical representation of infinite plane) and compound objects.
Collision Space
A geometric space that contains a set of collision geometries. It is responsible for weeding out impossible collisions and generally controls the number of maximum collision calculations in a frame. Currently, the “simple” collision space is implemented ((N^2)/2 collisions) but the octree collision space is being currently implemented and should alleviate the number of objects bottleneck currently plaguing the system.
Matrix Inverse
Has a similar effect to the traditional division operation when multiplied by a float or vector (ie it acts as the divisor). This explanation is not rigorous in any way shape or form :)