The Bernoulli distribution Random Number Generator (RNG). More...
#include "random-variable-stream.h"
Public Member Functions | |
BernoulliRandomVariable () | |
virtual uint32_t | GetInteger () |
Get the next random value drawn from the distribution. | |
uint32_t | GetInteger (uint32_t probability) |
Get the next random value drawn from the distribution. | |
double | GetValue () override |
Get the next random value drawn from the distribution. | |
double | GetValue (double probability) |
Get the next random value drawn from the distribution. | |
Public Member Functions inherited from ns3::RandomVariableStream | |
RandomVariableStream () | |
Default constructor. | |
RandomVariableStream (const RandomVariableStream &)=delete | |
~RandomVariableStream () override | |
Destructor. | |
int64_t | GetStream () const |
Returns the stream number for the RngStream. | |
bool | IsAntithetic () const |
Check if antithetic values will be generated. | |
RandomVariableStream & | operator= (const RandomVariableStream &)=delete |
void | SetAntithetic (bool isAntithetic) |
Specify whether antithetic values should be generated. | |
void | SetStream (int64_t stream) |
Specifies the stream number for the RngStream. | |
Public Member Functions inherited from ns3::Object | |
Object () | |
Constructor. | |
~Object () override | |
Destructor. | |
void | AggregateObject (Ptr< Object > other) |
Aggregate two Objects together. | |
void | Dispose () |
Dispose of this Object. | |
AggregateIterator | GetAggregateIterator () const |
Get an iterator to the Objects aggregated to this one. | |
TypeId | GetInstanceTypeId () const override |
Get the most derived TypeId for this Object. | |
template<typename T > | |
Ptr< T > | GetObject () const |
Get a pointer to the requested aggregated Object. | |
template<> | |
Ptr< Object > | GetObject () const |
Specialization of () for objects of type ns3::Object. | |
template<typename T > | |
Ptr< T > | GetObject (TypeId tid) const |
Get a pointer to the requested aggregated Object by TypeId. | |
template<> | |
Ptr< Object > | GetObject (TypeId tid) const |
Specialization of (TypeId tid) for objects of type ns3::Object. | |
void | Initialize () |
Invoke DoInitialize on all Objects aggregated to this one. | |
bool | IsInitialized () const |
Check if the object has been initialized. | |
void | UnidirectionalAggregateObject (Ptr< Object > other) |
Aggregate an Object to another Object. | |
Public Member Functions inherited from ns3::SimpleRefCount< Object, ObjectBase, ObjectDeleter > | |
SimpleRefCount () | |
Default constructor. | |
SimpleRefCount (const SimpleRefCount &o) | |
Copy constructor. | |
uint32_t | GetReferenceCount () const |
Get the reference count of the object. | |
SimpleRefCount & | operator= (const SimpleRefCount &o) |
Assignment operator. | |
void | Ref () const |
Increment the reference count. | |
void | Unref () const |
Decrement the reference count. | |
Public Member Functions inherited from ns3::ObjectBase | |
virtual | ~ObjectBase () |
Virtual destructor. | |
void | GetAttribute (std::string name, AttributeValue &value, bool permissive=false) const |
Get the value of an attribute, raising fatal errors if unsuccessful. | |
bool | GetAttributeFailSafe (std::string name, AttributeValue &value) const |
Get the value of an attribute without raising errors. | |
void | SetAttribute (std::string name, const AttributeValue &value) |
Set a single attribute, raising fatal errors if unsuccessful. | |
bool | SetAttributeFailSafe (std::string name, const AttributeValue &value) |
Set a single attribute without raising errors. | |
bool | TraceConnect (std::string name, std::string context, const CallbackBase &cb) |
Connect a TraceSource to a Callback with a context. | |
bool | TraceConnectWithoutContext (std::string name, const CallbackBase &cb) |
Connect a TraceSource to a Callback without a context. | |
bool | TraceDisconnect (std::string name, std::string context, const CallbackBase &cb) |
Disconnect from a TraceSource a Callback previously connected with a context. | |
bool | TraceDisconnectWithoutContext (std::string name, const CallbackBase &cb) |
Disconnect from a TraceSource a Callback previously connected without a context. | |
Static Public Member Functions | |
static TypeId | GetTypeId () |
Register this type. | |
Static Public Member Functions inherited from ns3::RandomVariableStream | |
static TypeId | GetTypeId () |
Register this type. | |
Static Public Member Functions inherited from ns3::Object | |
static TypeId | GetTypeId () |
Register this type. | |
Static Public Member Functions inherited from ns3::ObjectBase | |
static TypeId | GetTypeId () |
Get the type ID. | |
Private Attributes | |
double | m_probability |
The probability of success. | |
Additional Inherited Members | |
Protected Member Functions inherited from ns3::RandomVariableStream | |
RngStream * | Peek () const |
Get the pointer to the underlying RngStream. | |
Protected Member Functions inherited from ns3::Object | |
Object (const Object &o) | |
Copy an Object. | |
virtual void | DoDispose () |
Destructor implementation. | |
virtual void | DoInitialize () |
Initialize() implementation. | |
virtual void | NotifyNewAggregate () |
Notify all Objects aggregated to this one of a new Object being aggregated. | |
Protected Member Functions inherited from ns3::ObjectBase | |
void | ConstructSelf (const AttributeConstructionList &attributes) |
Complete construction of ObjectBase; invoked by derived classes. | |
virtual void | NotifyConstructionCompleted () |
Notifier called once the ObjectBase is fully constructed. | |
Related Symbols inherited from ns3::ObjectBase | |
static TypeId | GetObjectIid () |
Ensure the TypeId for ObjectBase gets fully configured to anchor the inheritance tree properly. | |
The Bernoulli distribution Random Number Generator (RNG).
This class supports the creation of objects that return random numbers from a fixed Bernoulli distribution. It also supports the generation of single random numbers from various Bernoulli distributions.
The probability mass function of a Bernoulli variable is defined as:
where is the probability of success and n is the indicator of success, with n=1 representing success and n=0 representing failure. The mean of this distribution is and the variance is .
The Bernoulli RNG value is generated by
where is a uniform random variable on [0,1) and is the probability of success.
Here is an example of how to use this class:
If an instance of this RNG is configured to return antithetic values, the actual value returned, , is determined by:
where is a uniform random variable on [0,1) and is the probability of success.
Definition at line 2242 of file random-variable-stream.h.
ns3::BernoulliRandomVariable::BernoulliRandomVariable | ( | ) |
Definition at line 1824 of file random-variable-stream.cc.
References NS_LOG_FUNCTION.
|
virtual |
Get the next random value drawn from the distribution.
Reimplemented from ns3::RandomVariableStream.
Definition at line 144 of file random-variable-stream.cc.
Get the next random value drawn from the distribution.
[in] | probability | Probability of success. |
Definition at line 1846 of file random-variable-stream.cc.
References ns3::RandomVariableStream::GetStream(), GetValue(), and NS_LOG_DEBUG.
|
static |
Register this type.
Definition at line 1809 of file random-variable-stream.cc.
References m_probability, ns3::MakeDoubleAccessor(), ns3::MakeDoubleChecker(), and ns3::TypeId::SetParent().
|
overridevirtual |
Get the next random value drawn from the distribution.
Implements ns3::RandomVariableStream.
Definition at line 1855 of file random-variable-stream.cc.
References GetValue(), and m_probability.
Referenced by GetInteger(), and GetValue().
Get the next random value drawn from the distribution.
[in] | probability | Probability of success. |
Definition at line 1831 of file random-variable-stream.cc.
References ns3::RandomVariableStream::GetStream(), ns3::RandomVariableStream::IsAntithetic(), NS_LOG_DEBUG, ns3::RandomVariableStream::Peek(), and ns3::RngStream::RandU01().
|
private |
The probability of success.
Definition at line 2272 of file random-variable-stream.h.
Referenced by GetTypeId(), and GetValue().