Table Of Contents
Table Of Contents

Visualizing Statistics


Although statistical data collected during a simulation is typically analyzed after the simulation has completed, monitoring statistical data while the simulation is running can also provide valuable insights into the behavior of the model. For example, in a video streaming network, observing the throughput of each client can immediately indicate if the model is performing as expected.

To aid in real-time monitoring, INET supports the visualization of statistics collected by arbitrary submodules of network nodes, and displayed near the icons representing the network nodes. This visualization can assist in troubleshooting and early detection of potential problems in simulation models. The showcase features two example simulations, demonstrating both basic and advanced features of the visualization.

INET version: 4.0

About the visualizer

The StatisticVisualizer (included in the network as part of IntegratedVisualizer) is capable of displaying a statistic for multiple network nodes. The visualizer keeps track of the last values of statistics and displays them next to the icon of the network node.

It subscribes for the signal selected with the signalName parameter and displays the statistic selected with the statisticName parameter. It displays the statistic of modules that match the expression of the sourceFilter parameter, at the network node that contains the modules. By default, the statisticName is the same as the signalName.

Alternatively, the statisticExpression parameter can be used instead of statisticName. The statisticExpression parameter can specify an expression with OMNeT++’s @statistic syntax. This is useful in case there is no statistic for the required data, or for selecting another statistic recording mode (by default, the first recording mode defined in the statistic is used by statisticName).

The format parameter is a string that specifies how the visualizer displays the statistic value. The format string can contain the following directives:

  • %s: signal name

  • %n: name of statistic

  • %v: value of statistic

  • %u: unit of statistic

The default setting for the format string is "%n %v %u", i.e. it displays the statistic name, followed by the value and the unit. The unit parameter selects what unit to display the value in. By default, it is the unit of the statistic.

Displaying round trip time of ping packets

In the first example simulation, a wireless node will ping another wireless node. We will display the round trip time of ping packets above source node. The simulation can be run by choosing the PingRtt configuration from the ini file. The simulation uses the following simple network:


The network contains two AdhocHost’s. The hosts are stationary, and source is configured to ping destination.

The configuration of the visualization in omnetpp.ini is the following:

*.visualizer.*.statisticVisualizer.sourceFilter = "**.app[*]"
*.visualizer.*.statisticVisualizer.signalName = "rtt"
*.visualizer.*.statisticVisualizer.unit = "ms"

The signal name is set to rtt, and since there is no statistic name specified, it is also the statistic name. The unit of the statistic is seconds, but the visualizer is set to display the value in milliseconds. The sourceFilter is not strictly required for this configuration to work, because the signalName parameter is fully specific. The rtt signal is only emitted by pingApp modules, so the default value of sourceFilter, which matches all modules, would suffice. The statistic is only displayed above source, because destination’s ping application doesn’t send any ping packets, thus there is no round trip time statistic to display.

Displaying packet error rate

In the second example simulation, a wireless node will send UDP packets to another wireless node as the distance between them increases. We will display the packet error rate statistic of the received packet at the receiving node. The simulation can be run by choosing PacketErrorRate from the ini file. The simulation uses the following network:


The network contains two AdhocHost’s. One of them, the source, is stationary, while the destination is configured to move horizontally back and forth between its starting position and the right border of the playground. The source is configured to send UDP packets to destination.

The visualizer is configured to display the packet error rate statistic of destination host’s radio module:

*.visualizer.*.statisticVisualizer.signalName = "packetSentToUpper"
*.visualizer.*.statisticVisualizer.statisticExpression = "packetErrorRate"
*.visualizer.*.statisticVisualizer.sourceFilter = "*.destination.wlan[*].radio"
*.visualizer.*.statisticVisualizer.format = "packetErrorRate: %v"

This animation illustrates what happens when the simulation is run:

After the first packet exchange, the packet error rate statistic is displayed above destination. As the simulation progresses, destination starts moving away from source, while source is sending UDP packets to destination. Initially, destination’s packet error rate statistic is zero, because the hosts are close to each other, and the transmissions are received correctly. As their distance increases, the packet error rate begins to grow. It becomes one near the edge of source’s communication range (displayed as a blue circle). A packet error rate of one means that no packets are received correctly. The packet error rate doesn’t become one at exactly the communication range circle, because the circle is an estimation of source’s communication range. When destination turns back and gets into the range again, the packet error rate starts to decrease, reaching zero when it gets close to source.

Sources: omnetpp.ini, StatisticVisualizationShowcase.ned

Further information

For further information, refer to the StatisticVisualizer NED documentation.


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