matlab-model-rf
GitHub用于MATLAB中RF系统的仿真与分析,涵盖S参数处理、网络转换、级联预算计算、阻抗匹配及电路包络仿真等射频工程任务。
Trigger Scenarios
Install
npx skills add matlab/matlab-agentic-toolkit --skill matlab-model-rf -g -y
SKILL.md
Frontmatter
{
"name": "matlab-model-rf",
"license": "https:\/\/www.mathworks.com\/content\/dam\/mathworks\/license\/pmrl\/license.md",
"metadata": {
"author": "MathWorks",
"version": "1.0"
},
"description": "RF Toolbox and RF Blockset in MATLAB -- S-parameter I\/O, network conversions (S\/Z\/Y\/ABCD\/T\/H\/G, mixed-mode), cascade\/de-embedding, rfbudget analysis, circuit composition, matching networks, amplifier stability, mixer spurs, rational fitting, SI channels, baseband processing, Circuit Envelope simulation. Trigger: sparameters, Touchstone, .s2p, .s4p, rfplot, smithplot, rfparam, rfwrite, zparameters, yparameters, abcdparameters, s2sdd, cascadesparams, deembedsparams, rfbudget, noise figure, OIP3, IIP3, amplifier, modulator, nport, rffilter, attenuator, seriesRLC, shuntRLC, lcladder, txline, circuit, setports, clone, matchingnetwork, stabilityk, stabilitymu, powergain, gammams, gammaml, mixerIMT, OpenIF, rational, rationalfit, stepresp, txlineWRLGC, rf.Amplifier, rf.Mixer, rf.Filter, rf.Sparameter, rfsystem, RF Blockset.\n"
}
RF Toolbox and RF Blockset
Design, analyze, and simulate RF systems in MATLAB -- from measured S-parameter data through full time-domain Circuit Envelope simulation. One unified workflow covering passive networks, active device characterization, system cascade budgets, and behavioral time-domain modeling.
When to Use
Measured data workflows
- Loading Touchstone files (.s1p through .snp), validating quality (passivity, causality, IEEE P370)
- Plotting on Smith charts and rectangular plots, interpolating, re-referencing impedance
- Converting between S, Z, Y, ABCD, T, H, G parameters; computing mixed-mode differential
- Cascading and de-embedding S-parameter networks; fixture removal
System design and analysis
- Building RF signal chains from behavioral elements (amplifier, modulator, rffilter, nport, etc.)
- Computing cascaded gain, noise figure, IP3, SNR, output power with rfbudget
- Comparing Friis vs Harmonic Balance solver accuracy
- Exporting to RF Blockset Simulink models, Communications Toolbox, or MATLAB scripts
Circuit-level design
- Composing arbitrary RF circuits with node wiring (SPICE-like netlist)
- Designing impedance matching networks (L, Pi, Tee topologies, Richards stubs)
- Analyzing amplifier stability (K-factor, mu), power gain, and matching conditions
- Mixer intermodulation analysis and spur-free IF frequency planning
Time-domain and signal integrity
- Fitting S-parameters to rational models; computing TDR, impulse, step responses
- Exporting broadband circuit models to SPICE or Verilog-A
- Building SI channel models from nport blocks, lossy transmission lines, and parasitics
- Processing complex baseband signals through rf.Amplifier, rf.Mixer, rf.Filter System Objects
- Full Circuit Envelope time-domain simulation via rfsystem (no Simulink knowledge required)
When NOT to Use
- Antenna design and radiation patterns -- use Antenna Toolbox
- RF propagation modeling (path loss, fading, ray tracing) -- use Communications Toolbox or Phased Array System Toolbox
- SerDes/high-speed serial link equalization (FFE, CTLE, DFE, IBIS-AMI) -- use SerDes Toolbox
- Radar waveform design or phased arrays -- use Phased Array System Toolbox
Must-Follow Rules
These apply across ALL RF Toolbox workflows. Violating them produces silent errors or blocks execution.
Universal
rfwriteblocks on existing files -- Always pass'ForceOverwrite', true. Without it, MATLAB opens an interactive overwrite dialog that halts unattended execution.- Elements cannot be reused -- The same element object cannot appear twice in an rfbudget or circuit. Use
clone(element)for independent copies. - Element Name must be a valid MATLAB identifier -- No spaces, no special characters. Use
'IFAmp'not'IF Amp'. - Use
tiledlayout/nexttile-- Notsubplot. For all multi-panel figures. rfparamreturns complex, not dB -- Always use20*log10(abs(rfparam(...)))for dB magnitude.
S-Parameters and Network Parameters
sparameters(filename, Z0)is invalid -- Cannot pass reference impedance at load time. Load first, thennewref(s, Z0).rfinterp1interpolates real/imag independently -- Not magnitude and angle. Can produce artifacts near sharp resonances.- Frequency alignment required for cascade/de-embed --
cascadesparamsanddeembedsparamsrequire identical frequency vectors. Alwaysrfinterp1to a common grid first. deembedsparamsalways requires 3 arguments --(sMeasured, sFixture1, sFixture2). For one-sided, pass an ideal thru for the unused side.- Mixed-mode port ordering is the #1 error source --
s2sddoption 1 (default) treats ports 1,2 as positive and 3,4 as negative. Verify which option matches your VNA port numbering. snp2smpargument order: ports before impedance --snp2smp(s, portList, Z0), notsnp2smp(s, Z0, portList).
rfbudget and Elements
SignalBandwidthis required -- The 4th positional arg torfbudget. Without it, NF/IP3/SNR remain empty.- Passive NF equals loss -- For
rfelement, NF should equalabs(Gain). Preferattenuatorwhich handles this automatically. nportName is positional --nport('file.s2p', 'MyName'), not name-value syntax.- rffilter:
ResponseTypeis shape,FilterTypeis algorithm --rffilter('FilterType', 'Bandpass')errors. Userffilter('ResponseType', 'Bandpass'). show(b)opens a GUI -- Produces no command-window output. Use properties (b.TransducerGain,b.NF) for programmatic access.
Circuit Composition
setports/setterminalscan only be called once -- Plan topology before defining terminals.- 2-port RF elements use 4-node mapping --
add(ckt, [in out inRef outRef], elem)for amplifier, modulator, nport, all txline types. Primitive 2-terminal elements (resistor, capacitor, inductor) use 2-node mapping. - Primitive constructors are positional --
resistor(100, 'R1'), notresistor('Resistance', 100). setterminalstakes a node vector --setterminals(ckt, [1 2]), notsetterminals(ckt, 1, 2).- All txline constructors use name-value pairs only -- No positional arguments.
Amplifier Analysis
powergaingain type string must be last --powergain(s, 50, 50, 'Gt'), notpowergain(s, 'Gt', 50, 50).powergainreturns linear, not dB -- Convert with10*log10(g)(power gain uses 10x, not 20x).Gmagreturns NaN when conditionally stable -- UseGmsgat frequencies where K < 1.
Rational Fitting
rationalvsrationalfit-- Userationalfor new code (AAA). Userationalfitonly for delay extraction.- Single-param fit returns plain vectors; multi-port returns cell arrays -- Always check with
iscell(result). freqresptakes Hz -- Not rad/s. Passs.Frequenciesdirectly.
System Objects (rf.*)
- rf.Amplifier/rf.Mixer use 1-ohm power --
Vin = sqrt(Pin_W). This differs from rfsystem which uses 50-ohm. - rf.Filter frequencies are ABSOLUTE RF --
PassFreq_bp=[2.395e9 2.405e9]means absolute GHz. Not baseband offsets. - Properties locked during use -- Call
release(obj)before modifying Nontunable properties.
rfsystem
- Requires rfbudget --
rfsystemtakes an rfbudget, not raw elements. close_systemneeds save flag -- Useclose_system(rfs, 0)to discard changes.- IdealizedBaseband only supports amplifier/modulator/rffilter/nport -- Other elements require CircuitEnvelope.
Workflow Quick Reference
| Task | Entry Point | Details |
|---|---|---|
| Load/plot S-parameters | sparameters, rfplot, smithplot |
reference/sparameters-io.md |
| Convert S/Z/Y/ABCD, mixed-mode | zparameters, s2sdd, snp2smp |
reference/network-conversions.md |
| Cascade or de-embed networks | cascadesparams, deembedsparams |
reference/cascade-deembed.md |
| Create rfbudget elements | amplifier, modulator, rffilter, etc. |
reference/rfbudget-elements.md |
| Run cascade budget analysis | rfbudget, rfplot(b, 'Pout') |
reference/rfbudget-analysis.md |
| Compose RF circuits | circuit, add, setports |
reference/circuit-composition.md |
| Design matching networks | matchingnetwork, richards |
reference/matching-networks.md |
| Analyze amplifier stability/gain | stabilityk, powergain, gammams |
reference/amplifier-analysis.md |
| Mixer spurs and IF planning | mixerIMT, OpenIF |
reference/mixer-analysis.md |
| Fit rational models, TDR | rational, stepresp, generateSPICE |
reference/rational-fitting.md |
| Build SI channel models | nport + txlineWRLGC + circuit |
reference/si-channel-modeling.md |
| Process complex baseband | rf.Amplifier, rf.Mixer, rf.Filter |
reference/baseband-processing.md |
| Time-domain system simulation | rfsystem, Circuit Envelope |
reference/system-simulation.md |
Conventions
Code Style
- Use
tiledlayout/nexttilefor multi-panel figures (notsubplot) - Always label axes with units (GHz, dB, ns, dBm) and include figure titles
- Name elements descriptively for readable topology (
'LNA','DCBlock','PCBTrace') - Use
clone()liberally for element reuse
Script-First Workflow
For design, analysis, or sweep tasks -- write code to .m files on disk, not inline snippets. For quick one-off checks, inline evaluate_matlab_code is fine.
Modern APIs
tiledlayout/nexttileinstead ofsubplotdatetimeinstead ofdatenumrationalinstead ofrationalfit(unless delay extraction needed)smithplotinstead ofsmithrfplotfor S-parameter visualization (handles dB conversion automatically)
References
Load the relevant reference file before writing code for a specific workflow. Each reference contains correct calling conventions, constructor arguments, property names, gotchas, and executable code patterns.
Copyright 2026 The MathWorks, Inc.
Version History
- 2026.08.13 Current 2026-08-16 07:21
- 2026.07.16 2026-07-24 16:22


