diff --git a/README.md b/README.md index 3b518c5eb..2e1548466 100644 --- a/README.md +++ b/README.md @@ -9,14 +9,14 @@ Examples of usage for the newly introduced features can be found in the ``exampl This module comprises the following features: -* Adds `BurstyApplication` and `BurstSink` as ns-3 applications: they allow to model complex applications sending large data packets over UDP sockets, fragmenting them into bursts of smaller packets, and reassembling the packets at the receiver, if possible +* Adds `BurstyApplication` and `BurstSink` as ns-3 applications: they allow to model complex applications by sending large data packets over UDP sockets, fragmenting them into bursts of smaller packets, and reassembling the packets at the receiver, if possible * A tracing system allows to obtain burst-level and fragment-level information at both the transmitter and receiver side * Models a Virtual Reality traffic source -* 10 of the acquired VR traffic traces can be found in this repository and can be used directly in a simulation, using the `TraceFileBurstGenerator` +* 10 of the acquired VR traffic traces can be found in [model/BurstGeneratorTraces/](model/BurstGeneratorTraces/) and can be used directly in a simulation, using the `TraceFileBurstGenerator` * Additional traffic models can be implemented by simply extending the `BurstGenerator` interface Future releases will aim to: -* Improve, add, and diversify the real VR traffic traces +* Improve, add, and diversify the VR traffic traces, including realistic head movements in popular VR applications * Model second-order statistics for VR traffic * Include a head-rotation model, coupled with the VR traffic generator * Optionally include sound traffic in the VR traffic generator, other than video traffic diff --git a/examples/sample-mixture-random-variable.cc b/examples/sample-mixture-random-variable.cc index 9a5a09c13..fee58cba6 100644 --- a/examples/sample-mixture-random-variable.cc +++ b/examples/sample-mixture-random-variable.cc @@ -35,7 +35,8 @@ using namespace ns3; -int main (int argc, char *argv[]) +int +main (int argc, char *argv[]) { uint32_t nSamples = 1000000; @@ -46,11 +47,13 @@ int main (int argc, char *argv[]) Ptr x = CreateObject (); // setup weights cdf - std::vector w {0.7, 1.0}; // p1 = 0.7, p2 = 0.3 + std::vector w{0.7, 1.0}; // p1 = 0.7, p2 = 0.3 // setup random variables - std::vector > rvs; - rvs.push_back (CreateObjectWithAttributes ("Mean", DoubleValue (5), "Variance", DoubleValue (1))); - rvs.push_back (CreateObjectWithAttributes ("Mean", DoubleValue (10), "Variance", DoubleValue (4))); + std::vector> rvs; + rvs.push_back (CreateObjectWithAttributes ("Mean", DoubleValue (5), + "Variance", DoubleValue (1))); + rvs.push_back (CreateObjectWithAttributes ("Mean", DoubleValue (10), + "Variance", DoubleValue (4))); x->SetRvs (w, rvs); @@ -59,4 +62,5 @@ int main (int argc, char *argv[]) std::cout << x->GetValue () << std::endl; } + return 0; } diff --git a/examples/sem-simulations.py b/examples/sem-simulations.py index 4ce1ee044..a7344acfd 100644 --- a/examples/sem-simulations.py +++ b/examples/sem-simulations.py @@ -222,15 +222,18 @@ def plot_line_metric(campaign, parameter_space, result_parsing_function, runs, x type=int, default=1) parser.add_argument("--numRuns", - help="The number of runs per simulation. Default: 5", + help="The number of runs per simulation. Default: 50", type=int, - default=10) + default=50) parser.add_argument("--campaignName", help="MANDATORY parameter for the campaign name. Suggested: commit hash", default=None) parser.add_argument("--paramSet", - help="Parameter set", + help="MANDATORY parameter set", default=None) + parser.add_argument("--frameRate", + help="Frame rate. Default: 60", + default=60) args = parser.parse_args() assert args.campaignName is not None, "Undefined parameter --campaignName" @@ -262,17 +265,17 @@ def plot_line_metric(campaign, parameter_space, result_parsing_function, runs, x if args.paramSet == "nStas": param_combination = OrderedDict({ "appRate": "50Mbps", - "frameRate": 30, + "frameRate": args.frameRate, "burstGeneratorType": ["model", "trace", "deterministic"], - "nStas": [2, 4, 6, 8], + "nStas": list(range(1, 8+1)), "simulationTime": 10, "RngRun": list(range(args.numRuns)) }) elif args.paramSet == "appRate": param_combination = OrderedDict({ - "appRate": [f"{rate}Mbps" for rate in range(5, 50+1, 5)], - "frameRate": 30, + "appRate": [f"{rate}Mbps" for rate in range(10, 50+1, 10)], + "frameRate": args.frameRate, "burstGeneratorType": ["model", "trace", "deterministic"], "nStas": 1, "simulationTime": 10, diff --git a/examples/vr-app-n-stas.cc b/examples/vr-app-n-stas.cc index a0cc349b9..b5706e279 100644 --- a/examples/vr-app-n-stas.cc +++ b/examples/vr-app-n-stas.cc @@ -132,7 +132,7 @@ main (int argc, char *argv[]) uint32_t nStas = 2; // the number of STAs around the AP double distance = 1; // the distance from the AP [m] std::string appRate = "50Mbps"; // the app target data rate - double frameRate = 30; // the app frame rate [FPS] + double frameRate = 60; // the app frame rate [FPS] std::string burstGeneratorType = "model"; // type of burst generator {"model", "trace", "deterministic"} double simulationTime = 10; // simulation time in seconds @@ -249,8 +249,8 @@ main (int argc, char *argv[]) { uint32_t dataRateMbps = uint32_t (DataRate (appRate).GetBitRate () / 1e6); std::ostringstream filenameSs; - filenameSs << GetInputPath () << "src/applications/model/BurstGeneratorTraces/steam_init_" - << dataRateMbps << "mbps_" << uint32_t (frameRate) << "fps_5min_usb_still.csv"; + filenameSs << GetInputPath () << "src/applications/model/BurstGeneratorTraces/" + << dataRateMbps << "mbps_" << uint32_t (frameRate) << "fps.csv"; NS_LOG_DEBUG ("Trace file generator with filename=" << filenameSs.str ()); diff --git a/helper/burst-sink-helper.cc b/helper/burst-sink-helper.cc index 3550acbff..28c5113aa 100644 --- a/helper/burst-sink-helper.cc +++ b/helper/burst-sink-helper.cc @@ -31,7 +31,7 @@ BurstSinkHelper::BurstSinkHelper (std::string protocol, Address address) m_factory.Set ("Local", AddressValue (address)); } -void +void BurstSinkHelper::SetAttribute (std::string name, const AttributeValue &value) { m_factory.Set (name, value); diff --git a/helper/bursty-helper.cc b/helper/bursty-helper.cc index dd252eee3..21fc8bb49 100644 --- a/helper/bursty-helper.cc +++ b/helper/bursty-helper.cc @@ -39,7 +39,7 @@ BurstyHelper::BurstyHelper (std::string protocol, Address address) m_burstyApplicationFactory.Set ("Remote", AddressValue (address)); } -void +void BurstyHelper::SetAttribute (std::string name, const AttributeValue &value) { m_burstyApplicationFactory.Set (name, value); @@ -59,7 +59,7 @@ BurstyHelper::SetBurstGenerator (std::string type, m_burstGeneratorFactory.Set (n4, v4); } -void +void BurstyHelper::SetBurstGeneratorAttribute (std::string name, const AttributeValue &value) { m_burstGeneratorFactory.Set (name, value); @@ -115,12 +115,14 @@ BurstyHelper::AssignStreams (NodeContainer c, int64_t stream) Ptr app = DynamicCast (node->GetApplication (j)); if (app) { - Ptr simpleGenerator = DynamicCast (app->GetBurstGenerator ()); // TODO improve + Ptr simpleGenerator = + DynamicCast (app->GetBurstGenerator ()); // TODO improve if (simpleGenerator) { currentStream += simpleGenerator->AssignStreams (currentStream); } - Ptr vrGenerator = DynamicCast (app->GetBurstGenerator ()); // TODO improve + Ptr vrGenerator = + DynamicCast (app->GetBurstGenerator ()); // TODO improve if (vrGenerator) { currentStream += vrGenerator->AssignStreams (currentStream); diff --git a/helper/bursty-helper.h b/helper/bursty-helper.h index a8f858d1a..6a1b9d407 100644 --- a/helper/bursty-helper.h +++ b/helper/bursty-helper.h @@ -123,17 +123,17 @@ class BurstyHelper */ ApplicationContainer Install (std::string nodeName) const; - /** - * Assign a fixed random variable stream number to the random variables - * used by this model. Return the number of streams (possibly zero) that - * have been assigned. The Install() method should have previously been - * called by the user. - * - * \param stream first stream index to use - * \param c NodeContainer of the set of nodes for which the BurstyApplication - * should be modified to use a fixed stream - * \return the number of stream indices assigned by this helper - */ + /** + * Assign a fixed random variable stream number to the random variables + * used by this model. Return the number of streams (possibly zero) that + * have been assigned. The Install() method should have previously been + * called by the user. + * + * \param stream first stream index to use + * \param c NodeContainer of the set of nodes for which the BurstyApplication + * should be modified to use a fixed stream + * \return the number of stream indices assigned by this helper + */ int64_t AssignStreams (NodeContainer c, int64_t stream); private: @@ -147,10 +147,9 @@ class BurstyHelper Ptr InstallPriv (Ptr node) const; ObjectFactory m_burstyApplicationFactory; //!< BurstyApplication factory - ObjectFactory m_burstGeneratorFactory; //!< BurstGenerator factory + ObjectFactory m_burstGeneratorFactory; //!< BurstGenerator factory }; } // namespace ns3 #endif /* BURSTY_HELPER_H */ - diff --git a/model/BurstGeneratorTraces/10mbps_30fps.csv b/model/BurstGeneratorTraces/10mbps_30fps.csv new file mode 100644 index 000000000..3bf59a959 --- /dev/null +++ b/model/BurstGeneratorTraces/10mbps_30fps.csv @@ -0,0 +1,16744 @@ +# Frame rate: 30 FPS +# Data rate: 10 Mbps +# Description: Using USB tethering rather than WiFi. Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. 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WiFi. Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. Using pcsignetgpu01. +# CSV Format: burstSizeBytes, timeToNextFrameSeconds +118465,0.033037 +98513,0.033102000000000006 +83549,0.03215899999999999 +82302,0.03598100000000001 +97266,0.03179299999999999 +99760,0.032751 +82302,0.03381400000000001 +81055,0.032995 +77314,0.03316999999999998 +105995,0.03620800000000002 +102254,0.030426999999999982 +83549,0.033528 +78561,0.03414600000000001 +72326,0.032938999999999996 +76067,0.033109 +114724,0.03543600000000002 +93525,0.03145299999999995 +81055,0.032924000000000064 +78561,0.03422499999999995 +77314,0.03294799999999998 +108489,0.032977000000000034 +96019,0.033606000000000025 +84796,0.04070699999999994 +77314,0.03192800000000007 +78561,0.032345999999999986 +81055,0.032618999999999954 +96019,0.03503200000000006 +98513,0.034492999999999996 +86043,0.03396100000000002 +83549,0.031140999999999974 +74820,0.0340339999999999 +88537,0.03926400000000019 +112230,0.027285000000000004 +83549,0.03204499999999988 +88537,0.034866000000000064 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. Using pcsignetgpu01. +# CSV Format: burstSizeBytes, timeToNextFrameSeconds +53621,0.015739 +44892,0.017013 +62350,0.016850000000000004 +48633,0.017011999999999992 +52374,0.015975000000000003 +49880,0.016981999999999997 +53621,0.01792600000000001 +53621,0.014910000000000007 +31175,0.017063999999999996 +39904,0.016905999999999977 +29928,0.017036000000000023 +61103,0.01585499999999998 +48633,0.017665000000000014 +33669,0.017033999999999994 +61103,0.015887000000000012 +34916,0.016923999999999995 +34916,0.016971000000000014 +31175,0.01685500000000001 +13717,0.01630799999999999 +56115,0.015837999999999963 +49880,0.01846700000000001 +47386,0.015454999999999997 +52374,0.01671900000000004 +42398,0.016060999999999992 +42398,0.017586999999999964 +38657,0.015956000000000026 +31175,0.02052900000000002 +36163,0.017283999999999966 +43645,0.017380000000000062 +53621,0.015671999999999908 +41151,0.01640700000000006 +37410,0.01696299999999995 +47386,0.017998999999999987 +41151,0.01639500000000005 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+38657,0.016953999999941516 +36163,0.01597700000002078 +36163,0.0 diff --git a/model/BurstGeneratorTraces/30mbps_30fps.csv b/model/BurstGeneratorTraces/30mbps_30fps.csv new file mode 100644 index 000000000..e73c72de5 --- /dev/null +++ b/model/BurstGeneratorTraces/30mbps_30fps.csv @@ -0,0 +1,16635 @@ +# Frame rate: 30 FPS +# Data rate: 30 Mbps +# Description: Using USB tethering rather than WiFi. Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. Using pcsignetgpu01. +# CSV Format: burstSizeBytes, timeToNextFrameSeconds +115971,0.032846 +114724,0.032872 +114724,0.034483 +148393,0.03320100000000001 +158369,0.033222 +123453,0.031899999999999984 +125947,0.033902000000000015 +124700,0.034374000000000016 +144652,0.032813999999999954 +145899,0.03359000000000001 +124700,0.03264600000000001 +120959,0.033104999999999996 +115971,0.032828000000000024 +108489,0.05074699999999993 +143405,0.03309700000000004 +140911,0.033063000000000065 +133429,0.032849999999999935 +118465,0.033385 +114724,0.03254000000000001 +123453,0.032443 +144652,0.03164699999999998 +139664,0.034187999999999996 +123453,0.032789999999999986 +114724,0.033260999999999985 +115971,0.034613000000000005 +120959,0.033507000000000065 +145899,0.031949000000000005 +132182,0.03559699999999999 +123453,0.031888999999999945 +117218,0.03320999999999996 +115971,0.03314499999999998 +164604,0.031617000000000006 +143405,0.03341800000000017 +122206,0.034996999999999945 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. Using pcsignetgpu01. +# CSV Format: burstSizeBytes, timeToNextFrameSeconds +234436,0.030271 +188297,0.032570999999999996 +160863,0.036030000000000006 +204508,0.037129999999999996 +184556,0.028328999999999993 +168345,0.04164700000000002 +309256,0.027896999999999977 +185803,0.031168 +218225,0.035493 +230695,0.030306 +167098,0.03430700000000003 +226954,0.031223999999999974 +172086,0.03298499999999999 +173333,0.03916900000000001 +279328,0.02789799999999998 +180815,0.038913000000000086 +278081,0.029928999999999983 +182062,0.030694999999999917 +159616,0.033764000000000016 +184556,0.03325699999999998 +185803,0.03341000000000005 +148393,0.025008999999999948 +149640,0.03767200000000004 +223213,0.033026 +225707,0.030523999999999996 +165851,0.03353600000000001 +172086,0.03450900000000001 +200767,0.03228200000000003 +184556,0.03191899999999992 +150887,0.03783099999999995 +240671,0.03245700000000018 +238177,0.0323739999999999 +207002,0.03251599999999999 +169592,0.03498899999999994 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Sound streaming off. About 30 seconds of recording. Phone perfectly still, laying on the table with the screen facing upwards. 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Data rate: 10 Mbps -# Description: Using USB tethering rather than WiFi. Sound streaming deactivated. About 5 minutes of recording. 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Sound streaming deactivated. About 5 minutes of recording. 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tethering rather than WiFi. Sound streaming deactivated. About 5 minutes of recording. Phone perfectly still, laying on the table with the screen facing upwards. -# CSV Format: burstSizeBytes, timeToNextFrameSeconds -# -# Please check https://github.com/signetlabdei/ns-3-vr-app for further information -74820,0.032907000000001574 -77314,0.033186000000000604 -49880,0.03395600000000343 -83549,0.03364999999999441 -78561,0.03195300000000145 -91031,0.03811600000000226 -93525,0.028444999999997833 -53621,0.03204600000000113 -27434,0.03562900000000013 -34916,0.034021000000002743 -56115,0.037075999999999 -157122,0.03529999999999944 -197026,0.03253199999999623 -189544,0.028316000000003783 -72326,0.03330299999999653 -42398,0.03269600000000139 -33669,0.03313500000000147 -58609,0.03608499999999992 -82302,0.040739999999999554 -193285,0.02935899999999947 -182062,0.027616999999999337 -68585,0.031123999999998375 -43645,0.03321300000000349 -7482,0.03417999999999921 -44892,0.0342199999999977 -72326,0.03856500000000551 -193285,0.03506599999999338 -185803,0.026895000000003222 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@@ -1,5994 +0,0 @@ -# Frame rate: 30 FPS -# Data rate: 25 Mbps -# Description: Using USB tethering rather than WiFi. Sound streaming deactivated. About 5 minutes of recording. 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Sound streaming deactivated. About 5 minutes of recording. 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Sound streaming deactivated. About 5 minutes of recording. 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Sound streaming deactivated. About 5 minutes of recording. 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Sound streaming deactivated. About 5 minutes of recording. 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Sound streaming deactivated. About 5 minutes of recording. 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233b0f8dd..000000000 --- a/model/BurstGeneratorTraces/steam_init_5mbps_30fps_5min_usb_still.csv +++ /dev/null @@ -1,5999 +0,0 @@ -# Frame rate: 30 FPS -# Data rate: 5 Mbps -# Description: Using USB tethering rather than WiFi. Sound streaming deactivated. About 5 minutes of recording. 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(LaplaceRandomVariable); +NS_OBJECT_ENSURE_REGISTERED (LogisticRandomVariable); -const double LaplaceRandomVariable::INFINITE_VALUE = 1e307; +const double LogisticRandomVariable::INFINITE_VALUE = 1e307; TypeId -LaplaceRandomVariable::GetTypeId (void) +LogisticRandomVariable::GetTypeId (void) { - static TypeId tid = TypeId ("ns3::LaplaceRandomVariable") - .SetParent() - .SetGroupName ("Core") - .AddConstructor () - .AddAttribute ("Location", "The location value for the laplace distribution returned by this RNG stream.", - DoubleValue (0.0), - MakeDoubleAccessor (&LaplaceRandomVariable::m_location), - MakeDoubleChecker()) - .AddAttribute ("Scale", "The scale value for the laplace distribution returned by this RNG stream.", - DoubleValue (1.0), - MakeDoubleAccessor (&LaplaceRandomVariable::m_scale), - MakeDoubleChecker()) - .AddAttribute ("Bound", "The bound on the values returned by this RNG stream.", - DoubleValue (INFINITE_VALUE), - MakeDoubleAccessor (&LaplaceRandomVariable::m_bound), - MakeDoubleChecker()) - ; + static TypeId tid = + TypeId ("ns3::LogisticRandomVariable") + .SetParent () + .SetGroupName ("Core") + .AddConstructor () + .AddAttribute ("Location", "The location value for the logistic distribution returned by this RNG stream.", + DoubleValue (0.0), + MakeDoubleAccessor (&LogisticRandomVariable::m_location), + MakeDoubleChecker ()) + .AddAttribute ("Scale", "The scale value for the logistic distribution returned by this RNG stream.", + DoubleValue (1.0), + MakeDoubleAccessor (&LogisticRandomVariable::m_scale), + MakeDoubleChecker ()) + .AddAttribute ("Bound", "The bound on the values returned by this RNG stream.", + DoubleValue (INFINITE_VALUE), + MakeDoubleAccessor (&LogisticRandomVariable::m_bound), + MakeDoubleChecker ()); return tid; } -LaplaceRandomVariable::LaplaceRandomVariable () +LogisticRandomVariable::LogisticRandomVariable () { // m_location, m_scale, and m_bound are initialized after constructor // by attributes @@ -71,27 +71,26 @@ LaplaceRandomVariable::LaplaceRandomVariable () } double -LaplaceRandomVariable::GetLocation (void) const +LogisticRandomVariable::GetLocation (void) const { NS_LOG_FUNCTION (this); return m_location; } double -LaplaceRandomVariable::GetScale (void) const +LogisticRandomVariable::GetScale (void) const { NS_LOG_FUNCTION (this); return m_scale; } double -LaplaceRandomVariable::GetBound (void) const +LogisticRandomVariable::GetBound (void) const { NS_LOG_FUNCTION (this); return m_bound; } double -LaplaceRandomVariable::GetValue (double location, double scale, - double bound /* = LaplaceRandomVariable::INFINITE_VALUE*/) +LogisticRandomVariable::GetValue (double location, double scale, double bound) { NS_LOG_FUNCTION (this << location << scale << bound); @@ -104,34 +103,32 @@ LaplaceRandomVariable::GetValue (double location, double scale, v = (1 - v); } - // Calculate the laplace random variable. - v -= 0.5; - double signv = (v >= 0) ? 1 : -1; - double r = location - scale * signv * std::log (1 - 2 * std::fabs (v)); + // Calculate the logistic random variable. + double x = location + scale * std::log (v / (1 - v)); // Use this value if it's acceptable. - if (std::fabs (r - m_location) <= bound) + if (std::fabs (x - m_location) <= bound) { - return r; + return x; } } } uint32_t -LaplaceRandomVariable::GetInteger (uint32_t location, uint32_t scale, uint32_t bound) +LogisticRandomVariable::GetInteger (uint32_t location, uint32_t scale, uint32_t bound) { NS_LOG_FUNCTION (this << location << scale << bound); return static_cast (GetValue (location, scale, bound)); } double -LaplaceRandomVariable::GetValue (void) +LogisticRandomVariable::GetValue (void) { NS_LOG_FUNCTION (this); return GetValue (m_location, m_scale, m_bound); } uint32_t -LaplaceRandomVariable::GetInteger (void) +LogisticRandomVariable::GetInteger (void) { NS_LOG_FUNCTION (this); return (uint32_t) GetValue (m_location, m_scale, m_bound); diff --git a/model/my-random-variable-stream.h b/model/my-random-variable-stream.h index f63664dc3..1ff452c7d 100644 --- a/model/my-random-variable-stream.h +++ b/model/my-random-variable-stream.h @@ -27,21 +27,20 @@ #include namespace ns3 { - /** * \ingroup randomvariable - * \brief The laplace distribution Random Number Generator (RNG). + * \brief The logistic distribution Random Number Generator (RNG). * * This class supports the creation of objects that return random numbers - * from a fixed laplace distribution. + * from a fixed logistic distribution. * * The density probability function is defined over the interval (\f$-\infty\f$,\f$+\infty\f$) - * as: \f$ \frac{1}{2b} e^{-\frac{|x-\mu|}{b}}\f$ - * where \f$ location = \mu \f$ and \f$ scale = b \f$ + * as: \f$ \frac{e^{-(x-\mu)/s}}{s(1 + e^{-(x-\mu)/s})} \f$ + * where \f$ location = \mu \f$ and \f$ scale = s \f$ * - * Since laplace distributions can theoretically return unbounded + * Since logistic distributions can theoretically return unbounded * values, it is sometimes useful to specify a fixed bound. The - * LaplaceRandomVariable is bounded symmetrically about the mean (location) by + * LogisticRandomVariable is bounded symmetrically about the mean (location) by * this bound, i.e. its values are confined to the interval * [\f$mean-bound\f$,\f$mean+bound\f$]. * @@ -50,21 +49,21 @@ namespace ns3 { * double location = 5.0; * double scale = 2.0; * - * Ptr x = CreateObject (); + * Ptr x = CreateObject (); * x->SetAttribute ("Location", DoubleValue (location)); * x->SetAttribute ("Scale", DoubleValue (scale)); * * // The expected value for the mean of the values returned by a - * // laplace distributed random variable is equal to location. + * // logistic distributed random variable is equal to location. * double value = x->GetValue (); * \endcode */ -class LaplaceRandomVariable : public RandomVariableStream +class LogisticRandomVariable : public RandomVariableStream { public: - /* Large constant to bound the range. */ + /** Large constant to bound the range. */ static const double INFINITE_VALUE; - + /** * \brief Register this type. * \return The object TypeId. @@ -75,7 +74,7 @@ class LaplaceRandomVariable : public RandomVariableStream * \brief Creates a laplace distribution RNG with the default * values for the location and scale. */ - LaplaceRandomVariable (); + LogisticRandomVariable (); /** * Get the location parameter of the distribution @@ -99,20 +98,21 @@ class LaplaceRandomVariable : public RandomVariableStream * \brief Get the next random value, as a double within the specified bound * \f$[location - bound, location + max]\f$. * - * \param location the location of the laplace random variable - * \param scale the scale of the laplace random variable - * \param bound the bound of the laplace random variable + * \param location the location of the logistic random variable + * \param scale the scale of the logistic random variable + * \param bound the bound of the logistic random variable * \return A floating point random value. */ - double GetValue (double location, double scale, double bound = LaplaceRandomVariable::INFINITE_VALUE); + double GetValue (double location, double scale, + double bound = LogisticRandomVariable::INFINITE_VALUE); /** * \brief Get the next random value, as an unsigned integer within the specified bound * \f$[location - bound, location + max]\f$. * - * \param location the location of the laplace random variable - * \param scale the scale of the laplace random variable - * \param bound the bound of the laplace random variable + * \param location the location of the logistic random variable + * \param scale the scale of the logistic random variable + * \param bound the bound of the logistic random variable * \return A random unsigned integer value. */ uint32_t GetInteger (uint32_t location, uint32_t scale, uint32_t bound); @@ -130,11 +130,11 @@ class LaplaceRandomVariable : public RandomVariableStream virtual uint32_t GetInteger (void) override; private: - double m_location; //!< The location value of the laplace distribution. - double m_scale; //!< The scale of the laplace distribution. + double m_location; //!< The location value of the logistic distribution. + double m_scale; //!< The scale of the logistic distribution. double m_bound; //!< The bound on values that can be returned by this RNG stream. -}; // class LaplaceRandomVariable +}; // class LogisticRandomVariable /** * \ingroup randomvariable diff --git a/model/vr-burst-generator.cc b/model/vr-burst-generator.cc index c9fd93381..e70701c61 100644 --- a/model/vr-burst-generator.cc +++ b/model/vr-burst-generator.cc @@ -42,8 +42,9 @@ VrBurstGenerator::GetTypeId (void) .AddConstructor () .AddAttribute ("FrameRate", "The frame rate of the VR application [FPS].", - DoubleValue (30), - MakeDoubleAccessor (&VrBurstGenerator::SetFrameRate, &VrBurstGenerator::GetFrameRate), + DoubleValue (60), + MakeDoubleAccessor (&VrBurstGenerator::SetFrameRate, + &VrBurstGenerator::GetFrameRate), MakeDoubleChecker (0)) .AddAttribute ("TargetDataRate", "The target data rate that the VR application will try to achieve.", @@ -107,7 +108,7 @@ VrBurstGenerator::SetTargetDataRate (DataRate targetDataRate) { NS_LOG_FUNCTION (this << targetDataRate); - NS_ABORT_MSG_IF (targetDataRate.GetBitRate () == 0, + NS_ABORT_MSG_IF (targetDataRate.GetBitRate () <= 0, "Target data rate must be positive, instead: " << targetDataRate); m_targetDataRate = targetDataRate; @@ -149,55 +150,54 @@ void VrBurstGenerator::SetupModel () { NS_LOG_FUNCTION (this); - NS_ASSERT_MSG (m_frameRate == 30, - "Only 30 FPS supported for the moment, instead, frame rate was set to: " << m_frameRate); - double S = m_targetDataRate.GetBitRate () / 8 / m_frameRate; // expected frame size [B] - double ifi = 1 / m_frameRate; // expected inter frame interarrival [s] + double S = m_targetDataRate.GetBitRate () / 8.0 / m_frameRate; // expected frame size [B] + double ifi = 1.0 / m_frameRate; // expected inter frame interarrival [s] // Model frame size stats - double s1 = 0.8826; - double s2 = 1.2430; + double sP = 0.9008; + double sI = 1.1764; - double d01 = -7286.7632 / 8; // [B] - double d02 = 104474.1219 / 8; // [B] - double d1 = 0.1474; - double d2 = 0.0193; + double aP = 9.0399; + double aI = 26.2065; + double bP = 0.6251; + double bI = 0.5730; - double p1 = 0.6744; // p2 = 1 - p1 + double wP = 0.6400; // wI = 1 - wP - double mean1 = s1 * S; - double std1 = std::max (0.0, d01 + d1 * S); + double meanP = sP * S; + double stdP = aP * std::pow (S, bP); - double mean2 = s2 * S; - double std2 = std::max (0.0, d02 + d2 * S); + double meanI = sI * S; + double stdI = aI * std::pow (S, bI); - NS_LOG_DEBUG ("Frame size: 2 component GMM with " << - "N1(mean=" << mean1 << ",std=" << std1 << ") with p1=" << p1 << ", " - "N2(mean=" << mean2 << ",std=" << std2 << ") with p2=" << 1 - p1); + NS_LOG_DEBUG ("Frame size: 2 component GMM with " + << "N1(mean=" << meanP << ",std=" << stdP << ") with wP=" << wP << ", " + << "N2(mean=" << meanI << ",std=" << stdI << ") with wI=" << 1 - wP); - Ptr rv1 = CreateObjectWithAttributes ( - "Mean", DoubleValue (mean1), - "Variance", DoubleValue (std1 * std1), - "Bound", DoubleValue (mean1)); // avoid negative frame sizes - Ptr rv2 = CreateObjectWithAttributes ( - "Mean", DoubleValue (mean2), - "Variance", DoubleValue (std2 * std2), - "Bound", DoubleValue (mean2)); // avoid negative frame sizes + Ptr rvP = CreateObjectWithAttributes ( + "Mean", DoubleValue (meanP), + "Variance", DoubleValue (stdP * stdP), + "Bound", DoubleValue (meanP)); // avoid negative frame sizes + Ptr rvI = CreateObjectWithAttributes ( + "Mean", DoubleValue (meanI), + "Variance", DoubleValue (stdI * stdI), + "Bound", DoubleValue (meanI)); // avoid negative frame sizes m_frameSizeRv = CreateObject (); - std::vector wCdf{p1, 1.0}; - std::vector> rvs{rv1, rv2}; + std::vector wCdf{wP, 1.0}; + std::vector> rvs{rvP, rvI}; m_frameSizeRv->SetRvs (wCdf, rvs); // Model inter frame interarrival double location = ifi; - double scale = 5.3934e-3 / std::sqrt (2); // [s] + double ifiStd = 0.0827205 / m_frameRate; // [s] + double scale = ifiStd * std::sqrt (3) / M_PI; // [s] - m_periodRv = CreateObjectWithAttributes ( + m_periodRv = CreateObjectWithAttributes ( "Location", DoubleValue (location), "Scale", DoubleValue (scale), - "Bound", DoubleValue (location)); // TODO improve + "Bound", DoubleValue (location)); } } // Namespace ns3 diff --git a/model/vr-burst-generator.h b/model/vr-burst-generator.h index eaab784df..489ab0cc5 100644 --- a/model/vr-burst-generator.h +++ b/model/vr-burst-generator.h @@ -104,7 +104,7 @@ class VrBurstGenerator : public BurstGenerator double m_frameRate; //!< The frame rate of the VR application [FPS] DataRate m_targetDataRate; //!< The target data rate of the VR application - Ptr m_periodRv{0}; //!< RNG for period duration [s] + Ptr m_periodRv{0}; //!< RNG for period duration [s] Ptr m_frameSizeRv{0}; //!< RNG for frame size [B] };