Create and Add Custom Traffic in WLAN Network Simulation
Traffic models define how data flows between nodes, providing a framework to simulate different types of network usage and application behaviors. With Wireless Network Toolbox™, you can create custom traffic models to meet your simulation needs. This example demonstrates how to create a traffic model from the wnet.Traffic base class, and how to integrate it into your WLAN simulation.
Implement Custom Traffic
To create a custom traffic model using the wnet.Traffic base class of Wireless Network Toolbox, follow these steps:
Inherit from the
wnet.Trafficbase class. The class definition must have this format, wherecustomTrafficis the name of your custom traffic class.Implement the base class public method
generate.Also, implement any supporting methods and properties.
classdef customTraffic < wnet.Traffic properties ... end methods function obj = customTraffic(varargin) % Constructor ... end function [dt,packetSize,packet] = generate(trafficObject,elapsedTime) ... end end % Supporting methods ... end
Save the class definition in a
.mfile inside your directory.In a simulation script, create an object of the
customTrafficclass. Plug this custom traffic object into WLAN nodes by using theaddTrafficSourceobject function of thewlanNodeobject.
This example implements a periodic traffic model, hTrafficPeriodic, which generates packets of a specified size at a specified interval. The model is attached to this example as a supporting file. For more information on the implementation of the model, see Supporting Files.
Simulate Network with Custom Traffic
Set the seed for the random number generator to 1 to ensure repeatability of results.
rng(1,"combRecursive")Initialize the wireless network simulator.
networksimulator = wirelessNetworkSimulator.init;
Configure an access point (AP) by using the wlanDeviceConfig object.
deviceCfg = wlanDeviceConfig(Mode="AP");Use the AP configuration to create a WLAN node. Specify the name and position of the node.
apNode = wlanNode(Name="AP",Position=[0 10 0],DeviceConfig=deviceCfg);Create a station (STA) node with the default device configuration.
staNode = wlanNode(Name="STA",Position=[5 0 0]);Associate the STA node with the AP node by using the associateStations function.
associateStations(apNode,staNode)
Create a periodic traffic pattern object using the hTrafficPeriodic helper object. Specify the period in seconds and packet size in bytes.
traffic = hTrafficPeriodic(Period=0.02,PacketSize=512);
Add application traffic from the AP to the STA.
addTrafficSource(apNode,traffic,DestinationNode=staNode)
Add the AP and STA nodes to the simulator.
addNodes(networksimulator,[apNode staNode])
If an event log file exists, delete it.
if exist("wlanEventLog.mat","file") delete("wlanEventLog.mat") end
Create an event tracer object to log events to a MAT file during simulation runtime.
eventTracer = wirelessNetworkEventTracer(FileName="wlanEventLog.mat");Add the AP and STA nodes to the event tracer.
% For both AP and STA nodes, log these events: "TransmissionStarted", "ReceptionEnded", "AppPacketGenerated", and "AppPacketReceived"
addNodes(eventTracer,apNode)
addNodes(eventTracer,staNode)Run the simulation for 0.3 seconds.
run(networksimulator,0.3)
Read the AppPacketGenerated events of the AP node from the event tracer.
events = read(eventTracer,EventName="AppPacketGenerated",NodeName="AP");
Obtain the timestamps for all AppPacketGenerated events of the AP node from the event log. The timestamps verify that the output is periodic, with an event occurring every 0.02 seconds.
generationTimes = [events.Timestamp]
generationTimes = 1×16
0 0.0200 0.0400 0.0600 0.0800 0.1000 0.1200 0.1400 0.1600 0.1800 0.2000 0.2200 0.2400 0.2600 0.2800 0.3000
Supporting Files
The example uses this helper file.
hTrafficPeriodic.m — Implements a periodic traffic model.
classdef hTrafficPeriodic < wnet.Traffic properties % Period between generated packets, in seconds (must be a positive numeric scalar) Period (1,1) {mustBeNumeric,mustBePositive} = 1 % Packet size in bytes (must be a positive integer scalar) PacketSize (1,1) {mustBeNumeric,mustBeInteger,mustBePositive} = 1500 % Application data to be included in each packet (must be column vector of integers between 0 and 255) ApplicationData (:,1) {mustBeNumeric,mustBeInteger,mustBeInRange(ApplicationData,0,255)} = ones(1500,1) end properties (Access = private) % Actual packet data after adjusting for packet size (column vector) pAppData % Timer (in ms) until the generation of the next packet pNextInvokeTime = 0 end methods function obj = hTrafficPeriodic(varargin) % hTrafficPeriodic Constructor for the periodic traffic class % To enable support for configurable properties through name-value arguments, % call the constructor of base class by using the name-value arguments as variable inputs obj@wnet.Traffic(varargin{:}); % Initialize the packet data (pAppData) updatePacketData(obj); end function set.PacketSize(obj,value) % Set method for PacketSize property obj.PacketSize = value; updatePacketData(obj); end function set.ApplicationData(obj,value) % Set method for ApplicationData property obj.ApplicationData = value; updatePacketData(obj); end function [dt,packetSize,packet] = generate(obj,elapsedTime) % generate Generate the next packet after the specified period has elapsed % [dt,packetSize,packet] = generate(obj,elapsedTime) % - elapsedTime: (optional) time in ms since last call (default: 0) % - dt: time in ms to next packet generation % - packetSize: size of the packet generated in bytes (0 if no packet) % - packet: application data (empty if no packet) % % This method maintains a countdown timer. When the timer reaches % zero, a packet is generated and the timer is reset to the period. arguments obj elapsedTime (1,1) {mustBeNonnegative} = 0 % Time in ms since last call (default: 0) end if nargin == 1 % If elapsedTime is not provided, assume this is the first call % and reset the timer so a packet is generated immediately. obj.pNextInvokeTime = 0; else % Subtract elapsed time from the internal timer obj.pNextInvokeTime = obj.pNextInvokeTime - elapsedTime; % Round to avoid numerical errors obj.pNextInvokeTime = round(obj.pNextInvokeTime*1e6)/1e6; end if obj.pNextInvokeTime <= 0 % Countdown timer has elapsed, so generate the next packet dt = obj.Period*1000; % Set next packet generation time (in ms) packetSize = obj.PacketSize; % Output the configured packet size obj.pNextInvokeTime = dt; % Reset the countdown timer if nargout == 3 % Return the generated packet if requested packet = obj.pAppData; end else % Packet generation is pending until the countdown timer expires dt = obj.pNextInvokeTime; % Time left until next packet (ms) packetSize = 0; % No packet, so size is zero if nargout == 3 packet = []; % No packet to return end end end end methods (Access = private) function updatePacketData(obj) % updatePacketData Update the size and content of application packet based on PacketSize and ApplicationData properties. n = obj.PacketSize; data = obj.ApplicationData; obj.pAppData = ones(n,1,"like",data); % Pre-fill with ones (default) m = min(n,numel(data)); obj.pAppData(1:m) = data(1:m); % Copy as much as fits end end end
See Also
wlanNode | wlanDeviceConfig | wirelessNetworkSimulator (Wireless Network Toolbox) | wirelessNetworkEventTracer (Wireless Network Toolbox)