MATLAB Vehicle Network Communication

SkillCommunication

Use when setting up vehicle network communication in MATLAB using Vehicle Network Toolbox. Covers CAN/CAN FD (fully implemented), with architecture for J1939, XCP, and future protocols. Handles hardware discovery, channel creation, bus configuration, message exchange, signal encoding/decoding, and analysis across all supported vendors. (Vector, Kvaser, PEAK-System, NI, SocketCAN, MathWorks Virtual).

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the MATLAB Vehicle Network Communication skill

What this skill tells your AI

The instructions your AI receives, as published by matlab/matlab-agentic-toolkit in skills-catalog/test-and-measurement/matlab-use-vehicle-network/SKILL.md and read by ahel’s review.

Prerequisites

  • MATLAB R2021a or later
  • Vehicle Network Toolbox installed (ver('vnt') to verify)
  • For physical hardware: vendor-specific drivers installed (Vector CANlib, Kvaser CANlib, NI-XNET, PEAK PCAN driver)
  • For testing without hardware: MathWorks Virtual channels are always available

Overview

Guide Claude through helping users establish vehicle network communication using MATLAB Vehicle Network Toolbox. This skill covers the full workflow from hardware discovery to message exchange across all supported protocols and vendors.

Implemented protocols:

  • CAN / CAN FD — fully documented

Planned protocols (architecture ready, not yet documented):

  • J1939 — parameter groups, transport protocol, address claiming
  • XCP — measurement, calibration, A2L file handling
  • Additional protocols as VNT adds support

When to Use

  • User wants to send/receive messages on a vehicle network bus in MATLAB
  • User is setting up a communication test bench or loopback verification
  • User asks about Vehicle Network Toolbox channel configuration
  • User encounters channel errors (initialization access, bus speed, no acknowledgment)
  • User wants to filter, decode, or analyze vehicle network messages
  • User asks which hardware works on their platform
  • User wants passive bus monitoring without affecting traffic
  • User needs to encode/decode signal data from messages

When NOT to Use

  • User wants to log/replay BLF files without live communication — use a BLF logging skill
  • User is building Simulink vehicle network blocks — use Simulink-specific skills
  • User needs CAN database file (DBC/LDF/A2L) creation or editing — this skill covers using existing files only
  • User is working with a protocol not yet documented in this skill (check protocol sections below)

Protocol Router

Use this decision tree to identify which protocol the user needs:

User's GoalProtocolReference Section
Send/receive CAN or CAN FD messagesCAN/CAN FDreferences/can/
Work with SAE J1939 parameter groupsJ1939Not yet documented
ECU measurement or calibration via XCP/CCPXCPNot yet documented
General hardware discovery (any protocol)Sharedreferences/shared/

If the user asks about a protocol not yet documented, inform them which protocols are currently covered and offer to help with those.

Shared Concepts (All Protocols)

Hardware Discovery

t = canChannelList;  % CAN/CAN FD/J1939 devices

All VNT protocols share the same hardware discovery mechanism. See references/shared/hardware-discovery.md.

Channel Lifecycle

All protocols follow the same lifecycle pattern:

Create Channel → Configure → Start → Operate → Stop/Cleanup

Key rules:

  • Configuration (bus speed, filters) must happen BEFORE start
  • clear ch releases the channel (equivalent to stop + destroy)
  • Use onCleanup(@() stop(ch)) for error-safe cleanup
  • Running channels hold InitializationAccess — blocking new channel creation

See references/shared/channel-lifecycle.md.

Vendor / Platform Matrix

VendorWindowsLinuxNotes
VectorYesNoVirtual channels if driver installed
NIYesNoNo channel index in constructor
KvaserYesYesRestart MATLAB after connecting hardware
PEAK-SystemYesYes10-arg clock-based configBusSpeed
SocketCANNoYesConfigure speed at OS level via ip link
MathWorks VirtualYesYesAlways available, no driver needed

CAN / CAN FD

Troubleshooting Gate

If the user reports a CAN/CAN FD problem — "not working", "trouble", "error", "can't connect", "no messages", hardware not detected, or any communication failure — you MUST do one of the following:

  1. Domain-knowledge question ("why does X cause Y", "what's the maximum stub length for CAN FD", "explain bit rate switching") — answer from references/can/troubleshooting/l1-domain-knowledge.md without running diagnostics.

  2. Actionable problem requiring diagnosisLoad references/can/troubleshooting/diagnostic-workflow.md BEFORE responding. Follow its Entry-Point Routing to select the correct starting step. Do NOT diagnose from this file. The tables, pitfalls, and patterns below are reference material for healthy operation — they are NOT a diagnostic procedure. Improvising from them produces wall-of-text responses with multiple guesses instead of structured one-question-at-a-time triage.

Core Workflow

digraph can_workflow {
    rankdir=TB;
    node [shape=box];

    discover [label="1. Discover Hardware\ncanChannelList"];
    decide [label="CAN Classic or CAN FD?" shape=diamond];
    create_classic [label="2a. Create Channel\ncanChannel(vendor, device, ch)"];
    create_fd [label="2b. Create FD Channel\ncanChannel(..., ProtocolMode='CAN FD')\nor canFDChannel(...)"];
    config [label="3. Configure Bus Speed\nconfigBusSpeed (vendor-specific syntax)"];
    start [label="4. Start Channel\nstart(ch)"];
    operate [label="5. Transmit / Receive\ntransmit, receive\ntransmitPeriodic, transmitEvent, replay"];
    cleanup [label="6. Cleanup\nstop(ch) or clear ch"];

    discover -> decide;
    decide -> create_classic [label="Classic"];
    decide -> create_fd [label="CAN FD"];
    create_classic -> config;
    create_fd -> config;
    config -> start;
    start -> operate;
    operate -> cleanup;
}

Post-Transmit Verification (MANDATORY)

After ANY transmit, verify the bus accepted the frame before reporting success:

pause(0.5);
fprintf('TEC=%d REC=%d BusStatus=%s\n', ch.TransmitErrorCount, ch.ReceiveErrorCount, ch.BusStatus);
ResultAction
TEC=0, REC=0, ErrorActiveHealthy — report success
TEC>0 OR REC>0 OR not ErrorActiveUnhealthy — report counters to user, route to diagnostic workflow Step 0.5. Follow diagnostic Interaction Rules (one question at a time).

Never claim "sent successfully" from transmit returning without error. It is non-blocking and returns immediately regardless of bus state. When routing to diagnostics, do NOT list multiple possible causes — let Step 0.5 identify the root cause and ask one targeted question.

CAN Classic vs CAN FD Decision

AspectCAN ClassicCAN FD
Max payload8 bytes64 bytes
Message constructorcanMessage(id, ext, dlc)canFDMessage(id, ext, dlc) or canMessage(..., ProtocolMode="CAN FD")
Channel creationcanChannel(vendor, device, ch)Add 'ProtocolMode', 'CAN FD' or use canFDChannel
Bus speed configSingle speedArbitration + Data phase (vendor-specific syntax)
receive outputObjects or timetableAlways timetable
Valid DLCs0–80, 8, 12, 16, 20, 24, 32, 48, 64

Critical Patterns (Non-Obvious API Behavior)

These patterns are where the API behaves differently than expected. Follow these exactly.

attachDatabase operates on MESSAGES, not channels
% WRONG — will error
attachDatabase(ch, db);
ch.Database = db;  % only valid for name-based filterAllowOnly

% CORRECT — attach to received message object
rxMsg = receive(ch, 1);
attachDatabase(rxMsg, db);
speed = rxMsg.Signals.EngineSpeed;
transmitPeriodic + pack for live signal updates
% WRONG — manual loop blocks MATLAB, timing is inaccurate
while running
    pack(msg, newValue, 0, 16, 'LittleEndian');
    transmit(ch, msg);
    pause(0.1);
end

% CORRECT — hardware-timed, non-blocking
transmitPeriodic(ch, msg, 'On', 0.1);
start(ch);
pack(msg, newValue, 0, 16, 'LittleEndian');  % next cycle sends updated data
filterAllowOnly REQUIRES type argument for numeric IDs
% WRONG — errors with "Expected NAME to be one of these types: char, cell"
filterAllowOnly(ch, [0x180 0x181]);

% CORRECT — must specify 'Standard' or 'Extended'
filterAllowOnly(ch, [0x180 0x181], 'Standard');
filterAllowOnly(ch, [0x18FEF100], 'Extended');
CAN FD configBusSpeed is vendor-specific
% MathWorks Virtual / NI — simple 3-arg form works
configBusSpeed(ch, 500000, 2000000);

% Vector / Kvaser — REQUIRES 9-arg advanced timing form
configBusSpeed(ch, 500000, 2, 6, 3, 2000000, 2, 6, 3);

% PEAK-System — REQUIRES 10-arg clock-based form
configBusSpeed(ch, 20, 5, 1, 2, 1, 2, 1, 3, 1);
CAN FD receive ALWAYS returns timetable
% CAN FD channels ignore OutputFormat — always timetable
msgs = receive(fdCh, Inf);       % returns timetable
msgs.ID                          % numeric vector of IDs
msgs.Data{1}                     % uint8 vector for first message
% WRONG: msgs(1).Data, msgs.Data(1) — these error on timetable
transmitEvent fires on ANY .Data write (including pack)
transmitEvent(ch, msg, 'On');
start(ch);
pack(msg, value, 0, 16, 'LittleEndian');  % this auto-transmits!
% No explicit transmit() call needed — pack triggers it

Common Pitfalls

PitfallSymptomFix
Stale channel object"lacks initialization access"clear the variable or stop prior channel
canMessage for FD payload"DATALENGTH must be <= 8"Use canFDMessage or add ProtocolMode="CAN FD"
No acknowledging nodeTransmit retries continuouslyEnsure another node/channel is started on the bus
Claiming success without checking countersUser believes data sent; bus is ErrorPassiveALWAYS check TEC/REC/BusStatus after transmit
Bus speed mismatchTransmit succeeds, receive emptyAll nodes must share same speed
configBusSpeed after startErrorMust configure while channel is offline
Reusing variableError on creationclear variable before creating new channel
configBusSpeed on SocketCANNot supportedConfigure speed at OS level via ip link
CAN FD on PEAK-System LinuxSelf-receive not supportedUse SocketCAN as workaround
unpack on timetable"Incorrect number or types of inputs"CAN FD always returns timetable; use typecast(data(1:2), 'int16') on raw bytes

CAN References

Detailed API documentation (load on demand):

CAN Troubleshooting

See Troubleshooting Gate at the top of this section. Also route to diagnostics when the agent observes unhealthy bus state (TEC/REC > 0, BusStatus not ErrorActive) during any operation — including after transmit verification.


Shared References


Copyright 2026 The MathWorks, Inc.


Signals

GitHub stars
1k
Forks
128
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
matlab-use-vehicle-network
Source
github.com/matlab/matlab-agentic-toolkit