Matlab Simulate Wireless Network
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This skill provides a structured approach to building and running system-level wireless network simulations. It covers the complete lifecycle of a simulation, from initializing the singleton simulator and defining nodes—whether using built-in technology-specific nodes or custom subclasses—to configuring traffic sources, mobility models, and instrumentation. It also details how to perform parametric sweeps, log events, and capture traffic for analysis, ensuring users can effectively model complex wireless environments.
What it does
- Initializes system-level wireless network simulations.
- Configures nodes with specific technologies or custom implementations.
- Adds traffic sources and mobility models to network nodes.
- Instruments simulations with event tracers, IQ loggers, and traffic viewers.
- Schedules periodic or one-shot actions during simulation runtime.
- Exports simulation data to PCAP files for external analysis.
When to use it
- When creating system-level wireless network simulations.
- When you need to model node mobility and traffic patterns.
- When you need to perform parametric sweeps over simulation parameters.
- When you need to capture and visualize network traffic or events.
- When implementing custom wireless nodes that do not fit standard technology models.
Advantages
- Provides a unified workflow for diverse wireless technologies.
- Supports both built-in and custom node definitions.
- Enables detailed instrumentation and logging for performance analysis.
- Allows for flexible scheduling of simulation actions.
- Facilitates integration with external analysis tools via PCAP export.
Usage examples
- “How do I initialize a new wireless network simulation in MATLAB?”
- You must call the singleton simulator using 'sim = wirelessNetworkSimulator.init;' as the first executable statement in your script.
- “How can I add random mobility to a group of wireless nodes?”
- Use the 'addMobility' method on your node vector, specifying the model (e.g., 'random-waypoint') and the bounds as [x_center, y_center, width, height].
- “How do I log simulation events to a file?”
- Create a 'wirelessNetworkEventTracer' object, specify the filename, and use 'addNodes' to register the specific events you wish to track for your nodes.
- “What is the correct way to add a traffic source to a node?”
- Use 'addTrafficSource' on a technology-specific node, providing a traffic object (e.g., 'networkTrafficOnOff') and the destination node(s).
Install
Download the skill as a ZIP:
https://mp-staging.autogineer.com/agent-skills/matlab/matlab-simulate-wireless-network/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip matlab-simulate-wireless-network.zip -d .agents/skills
Documentation by MathWorks
Wireless Network Simulation Fundamentals
Foundation patterns for system-level wireless simulation. Technology-specific skills build on these for node creation, connection configuration, and KPI extraction.
When to Use
Creating system-level wireless network simulations with
wirelessNetworkSimulatorAdding traffic sources (
networkTrafficOnOff,networkTrafficFTP,networkTrafficVoIP,networkTrafficVideoConference)Configuring node mobility (random waypoint, custom models)
Logging events or IQ samples with
wirelessNetworkEventTraceror IQ loggerVisualizing traffic with
wirelessTrafficViewerand network layout withwirelessNetworkViewerScheduling actions during simulation with
scheduleActionRunning parametric sweeps over simulation parameters
Writing PCAP files with
pcapWriteror technology-specific PCAP writersCreating custom nodes by subclassing
wnet.NodeRegistering event callbacks on wireless nodes
When Not to Use
PHY-layer or link-level simulations without
wirelessNetworkSimulatorBluetooth-specific topology setup (use
matlab-simulate-bluetooth-networkinstead)WLAN-specific or 5G NR-specific configuration (use the respective technology skills)
Signal processing or waveform generation tasks
Node Creation
All nodes in the simulator inherit from wnet.Node. Choose the correct node type:
| Technology | Node Constructor | Notes |
|---|---|---|
| Bluetooth LE | bluetoothLENode("central") / bluetoothLENode("peripheral") | Use the matlab-simulate-bluetooth-network skill |
| Classic Bluetooth BR/EDR | bluetoothNode("central") / bluetoothNode("peripheral") | Use the matlab-simulate-bluetooth-network skill |
| WLAN | wlanNode(...) | Requires WLAN Toolbox |
| 5G NR | nrGNB(...) / nrUE(...) | Requires 5G Toolbox |
| Any other / custom | Subclass wnet.Node | See references/custom-node.md |
wnet.Node is abstract — never instantiate it directly. If the scenario does not use a specific technology listed above, you MUST create a custom node class that inherits from wnet.Node. Technology nodes (bluetoothLENode, bluetoothNode, wlanNode, nrGNB, nrUE) implement the wnet.Node interface internally — properties like Position, ID, Name, Velocity, addMobility, registerEventCallback, and statistics work on all node types.
Workflow
Every system-level simulation follows this order:
wirelessNetworkSimulator.init(MUST be first)Create nodes — use technology-specific constructors when available, otherwise subclass
wnet.Node(seereferences/custom-node.md)Configure connections (technology-specific)
addTrafficSource(technology nodes only, vectorized for multiple destinations; custom nodes generate traffic inrun())addMobility(optional)Instrumentation — event tracer, IQ logger, traffic viewer (optional)
addNodes(sim, nodes)(batch, one call per technology type)run(sim, duration)or multi-step withIsLastStep=falsestatistics()or technology-specific KPI functions
Simulator Initialization
wirelessNetworkSimulator.init MUST be the first executable statement. The simulator is a singleton — calling .init reinitializes it. Never use a constructor (wirelessNetworkSimulator() — doesn't exist).
clearvars;
rng("default");
sim = wirelessNetworkSimulator.init;Custom Node (wnet.Node Subclass)
Override 5 methods: run, pullTransmittedPacket, pushReceivedPacket, isPacketRelevant, statistics. Always use pkt = wirelessPacket to create packet structures — this initializes all required fields including Metadata.Channel (needed by the channel model). Use wnet.TechnologyType.Custom1–Custom9 for the TechnologyType field. See references/custom-node.md for the full method table, packet fields, receive buffering pattern, and example.
Access specifiers: All overridden methods must match the parent wnet.Node access specifier. In R2026a, run, pullTransmittedPacket, pushReceivedPacket, isPacketRelevant, and statistics are all public in wnet.Node. Place them in a single methods block (default public) alongside the constructor. Using a different access specifier (e.g., protected) causes a MATLAB error.
Critical: run() must guard transmissions with NextTxTime and round(..., 9) — the simulator re-invokes run() at the same currentTime after delivering received packets. Without the guard, 2+ nodes cause an infinite loop.
Troubleshooting: If encountering errors with custom node creation, refer to the built-in example for a working implementation: openExample("wnet/CreateAndSimulateWirelessNetworkOfCustomNodesExample"). Inspect the custom node class code for correct method signatures and access specifiers.
Vectorized Node Creation
Any supported node type can create multiple nodes with Position=[N×3] and Name=[1×N string]:
nodes = NodeConstructor(Position=[5 0 0; 0 5 0; -5 0 0], Name=["N1", "N2", "N3"]);Random Placement with nodePositionRandom
region = nsidedpoly(6, Center=[0 0], SideLength=50);
positions = nodePositionRandom(region, NumNodes=10, ZCoordinate=0);
nodes = NodeConstructor(Position=positions, Name="N"+(1:10));Batch addNodes
One addNodes per technology type. Never call per-node.
addNodes(sim, [sourceNode; destNodes(:)]); % same type
addNodes(sim, nodesTypeA); % mixed sim: separate calls
addNodes(sim, nodesTypeB);Traffic Sources
addTrafficSource is available only on technology nodes (BLE, BR/EDR, WLAN, NR) — not on custom wnet.Node subclasses.
networkTrafficOnOff DataRate is in Kbps (kilobits/s). The generate() method returns inter-packet time in ms.
traffic = networkTrafficOnOff(DataRate=100, PacketSize=50, OnTime=Inf);Common mistake: DataRate=100000 for 100 Kbps — this is 100 Mbps (1000× too high). Runs without error but produces unrealistic traffic. See references/traffic-models.md for all traffic source types and their parameters.
Reuse a single traffic object for identical flows — DestinationNode accepts vectors:
addTrafficSource(central, traffic, DestinationNode=[p1; p2; p3]);Vectorized Statistics
For technology nodes (BLE, BR/EDR, WLAN, NR), vectorized statistics returns a 1×N struct array:
allStats = statistics(nodes); % 1×N struct array (technology nodes)
rxBytes = [allStats.App]; % Concatenate sub-structsFor custom wnet.Node subclasses, vectorized behavior depends on the statistics() method implementation — call per-node if the return struct varies.
Mobility
addMobility on the node vector directly (not per-node). Bounds = [x_center, y_center, width, height] (NOT [xmin, ymin, xmax, ymax]).
addMobility(nodes, MobilityModel="random-waypoint", SpeedRange=[1.0 1.5], Bounds=[10 0 12 4]);Models: "random-waypoint", "random-walk", "constant-velocity". Every node must be within ±width/2 of x_center and ±height/2 of y_center. See references/mobility-models.md for detailed examples.
Multi-Step Simulation
Each run specifies additional duration (relative), not absolute end time:
run(sim, 0.3, IsLastStep=false); % Run 0.3s, keep state
stats_mid = statistics(node);
run(sim, 0.2); % Additional 0.2s (0.5s total)Scheduled Actions
scheduleAction(sim, @myCallback, userData, 0.3); % one-shot at t=0.3s
scheduleAction(sim, @myCallback, userData, 0.1, 0.05); % periodic: start 0.1s, repeat 0.05sCallback signature — two arguments (actionID, userData):
function myCallback(actionID, userData)
stats = statistics(userData.node);
endValid mid-sim operations: statistics(node), change node.Position, technology-specific mid-sim methods. Most RF properties are locked after run() starts.
Custom Channel Model
addChannelModel(sim, @myChannelModel);
function txData = myChannelModel(rxInfo, txData)
dist = norm(rxInfo.Position - txData.TransmitterPosition);
fspl = 20*log10(dist) + 20*log10(txData.CenterFrequency) - 147.55;
txData.Metadata.Channel.PathDelays = 0;
txData.Metadata.Channel.PathGains = -fspl;
endSignature: function txData = fcn(rxInfo, txData) — two inputs, not one.
rxInfo fields: ID, Position, Velocity, NumReceiveAntennas.
Key txData fields: Power, CenterFrequency, StartTime, TransmitterPosition, TransmitterVelocity, Bandwidth, Metadata.Channel (PathGains, PathDelays, PathFilters, SampleTimes).
Default uses FSPL. Use addChannelModel for distance-dependent fading, multipath, or environment-specific propagation.
Parametric Sweeps
wirelessNetworkSimulator.init MUST be at the top of every loop iteration (singleton retains state). See references/parametric-sweep-pattern.md for multi-dim and parfor patterns.
Instrumentation (R2026a)
All tools must be created before run(). See references/event-tracing-iq-logging.md for full details.
eventTracer = wirelessNetworkEventTracer(FileName="events.mat");
addNodes(eventTracer, nodes, EventName=["TransmissionStarted", "ReceptionEnded"]);
iqLogger = wirelessIQLogger(receiverNodes, FileName="iq_samples.mat");
viewer = wirelessTrafficViewer;
addNodes(viewer, nodes);Event Tracer: Works with all node types.
addNodescallsregisterEventCallbackon each node for each specifiedEventName— for customwnet.Nodesubclasses, your node must overrideregisterEventCallbackto support the event names (seereferences/custom-node.md). Errors if MAT file already exists. Read withread(eventTracer, EventName=..., NodeName=..., TimeRange=...).IQ Logger: Nodes fixed at construction (no
addNodes). ~4–5 MB per node per 0.1s at 80 MHz. Technology nodes only — customwnet.Nodesubclasses are not supported.Network Viewer:
wirelessNetworkViewer(NetworkSimulator=sim)+addNodes(viewer, nodes, Type="Transmitter"/"Receiver")+showBoundary(viewer, BoundaryShape="circle", Bounds=radius, Position=[x y z]). Shapes:"circle","rectangle","hexagon".Traffic Viewer: Real-time state transitions and channel occupancy. Technology nodes only — custom
wnet.Nodesubclasses are not supported.
PCAP Capture
Generic pcapWriter for any technology; technology-specific writers (blePCAPWriter, wlanPCAPWriter, nrPCAPWriter) auto-capture from nodes via Node= property.
% Generic (manual write)
pcapObj = pcapWriter(FileName="my_capture");
writeGlobalHeader(pcapObj, linkType);
write(pcapObj, packetBytes, round(simTime * 1e6)); % timestamp in microseconds (integer)
% Technology-specific (auto-capture, no write calls needed)
blePcap = blePCAPWriter(FileName="ble_capture", Node=[central; peripheral]);Common link types: LINKTYPE_USER0 (147), LINKTYPE_IEEE802_11 (105). Reading: readAll(pcapReader("file.pcap")).
For Bluetooth-specific PCAP capture, see references/bluetooth-capture.md.
Event Callbacks (registerEventCallback)
Register a callback on a node to be invoked when a specific event occurs. Callback receives a single argument (event data struct).
registerEventCallback(node, "ReceptionEnded", @myCallback);
function myCallback(eventData)
disp(eventData.Timestamp); % sim time (seconds)
disp(eventData.EventData.SINR); % technology-specific nested payload
endTechnology nodes (BLE, BR/EDR, WLAN, NR): Call registerEventCallback to register — the node's internal implementation automatically invokes the callback at the correct moments during simulation.
Custom wnet.Node subclasses: The base wnet.Node.registerEventCallback is a no-op stub — it accepts arguments but does not store or fire callbacks. You MUST override registerEventCallback in your subclass to store callbacks, then explicitly invoke them at the appropriate points (e.g., after transmitting in run(), after receiving in pushReceivedPacket()). See references/custom-node.md for the full implementation pattern.
Top-level fields: EventName, NodeName, NodeID, Timestamp, TechnologyType, EventData (nested struct).
For Bluetooth-specific event data fields, see references/bluetooth-capture.md.
Common Mistakes
| Mistake | Correct |
|---|---|
node = wnet.Node(...) or creating a bare wnet.Node | wnet.Node is abstract — subclass it: classdef MyNode < wnet.Node |
Using bluetoothLENode/bluetoothNode for non-Bluetooth scenarios | Use a custom wnet.Node subclass for generic/custom wireless nodes |
TechnologyType = "custom" (string) | Use wnet.TechnologyType.Custom1 (numeric constant 101–109) |
Bounds=[0 0 20 20] as [xmin,ymin,xmax,ymax] | Bounds=[x_center, y_center, width, height] |
function myFcn(userData) for scheduleAction | function myFcn(actionID, userData) — 2 args |
function txData = fcn(txData) for addChannelModel | function txData = fcn(rxInfo, txData) — 2 inputs |
addMobility(sim, nodes, ...) | addMobility(nodes, ...) — node method, not sim |
DataRate=100000 for 100 Kbps | DataRate=100 — unit is Kbps |
pcapWriter() without writeGlobalHeader | Must call writeGlobalHeader(pcapObj, linkType) before any write() |
| Building file-write callbacks for logging | Use wirelessNetworkEventTracer instead |
Calling registerEventCallback on a custom node without overriding it | Base wnet.Node.registerEventCallback is a no-op — override it to store callbacks, fire them manually from run()/pushReceivedPacket() |
addTrafficSource(customNode, traffic, ...) on a custom wnet.Node | addTrafficSource is technology-node-only |
Ignoring received packets in pushReceivedPacket | Use wnet.internal.interferenceBuffer with addPacket to store received packets |
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Files
- ATTRIBUTION.mdAdded by AutoGineer1.1 KiB
- LICENSELicence file added by AutoGineer1.4 KiB
- SKILL.md14.7 KiB
- manifest.yaml456 B
- references/bluetooth-capture.md4.8 KiB
- references/custom-node.md10.9 KiB
- references/event-tracing-iq-logging.md3.1 KiB
- references/mobility-models.md2.4 KiB
- references/parametric-sweep-pattern.md2.1 KiB
- references/traffic-models.md2.9 KiB
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
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Needs: Needs Node.js
The author says: >=R2026a
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- matlab/matlab-agentic-toolkit · skills-catalog/wireless-communications/matlab-simulate-wireless-network · commit 2a7f215
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