Matlab Model Rf Agent Skill

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

• rfwrite blocks 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 -- Not subplot. For all multi-panel figures.
• rfparam returns complex, not dB -- Always use 20*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, then newref(s, Z0).
• rfinterp1 interpolates real/imag independently -- Not magnitude and angle. Can produce artifacts near sharp resonances.
• Frequency alignment required for cascade/de-embed -- cascadesparams and deembedsparams require identical frequency vectors. Always rfinterp1 to a common grid first.
• deembedsparams always requires 3 arguments -- (sMeasured, sFixture1, sFixture2). For one-sided, pass an ideal thru for the unused side.

10. Mixed-mode port ordering is the #1 error source -- s2sdd option 1 (default) treats ports 1,2 as positive and 3,4 as negative. Verify which option matches your VNA port numbering.

11. snp2smp argument order: ports before impedance -- snp2smp(s, portList, Z0), not snp2smp(s, Z0, portList).

rfbudget and Elements

12. SignalBandwidth is required -- The 4th positional arg to rfbudget. Without it, NF/IP3/SNR remain empty.

13. Passive NF equals loss -- For rfelement, NF should equal abs(Gain). Prefer attenuator which handles this automatically.

14. nport Name is positional -- nport('file.s2p', 'MyName'), not name-value syntax.

15. rffilter: ResponseType is shape, FilterType is algorithm -- rffilter('FilterType', 'Bandpass') errors. Use rffilter('ResponseType', 'Bandpass').

16. show(b) opens a GUI -- Produces no command-window output. Use properties (b.TransducerGain, b.NF) for programmatic access.

Circuit Composition

17. setports/setterminals can only be called once -- Plan topology before defining terminals.

18. 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.

19. Primitive constructors are positional -- resistor(100, 'R1'), not resistor('Resistance', 100).

20. setterminals takes a node vector -- setterminals(ckt, [1 2]), not setterminals(ckt, 1, 2).

21. All txline constructors use name-value pairs only -- No positional arguments.

Amplifier Analysis

22. powergain gain type string must be last -- powergain(s, 50, 50, 'Gt'), not powergain(s, 'Gt', 50, 50).

23. powergain returns linear, not dB -- Convert with 10*log10(g) (power gain uses 10x, not 20x).

24. Gmag returns NaN when conditionally stable -- Use Gmsg at frequencies where K < 1.

Rational Fitting

25. rational vs rationalfit -- Use rational for new code (AAA). Use rationalfit only for delay extraction.

26. Single-param fit returns plain vectors; multi-port returns cell arrays -- Always check with iscell(result).

27. freqresp takes Hz -- Not rad/s. Pass s.Frequencies directly.

System Objects (rf.*)

28. rf.Amplifier/rf.Mixer use 1-ohm power -- Vin = sqrt(Pin_W). This differs from rfsystem which uses 50-ohm.

29. rf.Filter frequencies are ABSOLUTE RF -- PassFreq_bp=[2.395e9 2.405e9] means absolute GHz. Not baseband offsets.

30. Properties locked during use -- Call release(obj) before modifying Nontunable properties.

rfsystem

31. Requires rfbudget -- rfsystem takes an rfbudget, not raw elements.

32. close_system needs save flag -- Use close_system(rfs, 0) to discard changes.

33. 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/nexttile for multi-panel figures (not subplot)
• 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/nexttile instead of subplot
• datetime instead of datenum
• rational instead of rationalfit (unless delay extraction needed)
• smithplot instead of smith
• rfplot for 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.

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Copyright 2026 The MathWorks, Inc.

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