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Matlab Integrate Pcb Circuit

MathWorksOfficialCreated by MathWorks

  • Skill
  • Tool integration
  • Software development
  • BSD-2-Clause
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From the author

Cascade PCB components, add lumped elements, export Touchstone, and bridge to eye diagram or antenna array workflows. TRIGGER: user asks to cascade or connect multiple RF PCB components, add lumped R/L/C, export S-parameters to Touchstone, or combine PCB elements into a circuit. Invoke BEFORE writing pcbcascade or circuit code — cascade rules and port matching are non-obvious. SKIP: designing individual components (use the specific matlab-design-pcb-* skill), EM analysis of a single component (use matlab-analyze-em), material/stackup setup only (use matlab-manage-pcb-material), optimization (use matlab-optimize-pcb-design).
— the description by MathWorks

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides a structured approach to connecting multiple RF PCB components into a unified circuit model. It covers cascading components end-to-end, integrating lumped elements like resistors and capacitors into EM structures, and exporting S-parameters to Touchstone files. It also bridges PCB-level designs to system-level workflows such as antenna array integration and signal integrity analysis, including eye diagram generation.

What it does

  • Cascades multiple RF PCB components into a single unified layout.
  • Wraps PCB components as circuit elements for hybrid distributed-lumped modeling.
  • Attaches lumped elements like varactors and terminators to internal PCB ports.
  • Exports S-parameter data to standard Touchstone files.
  • Integrates PCB feed networks with antenna array designs.
  • Enables analytical sweeping of lumped element values to optimize circuit performance.

When to use it

  • When you need to connect two or more RF PCB components end-to-end.
  • When you must load internal PCB ports with discrete lumped components.
  • When preparing PCB designs for system-level signal integrity or antenna array analysis.
  • When you need to export S-parameters for use in external RF simulation tools.

Advantages

  • Enables complex RF system modeling by combining distributed and lumped elements.
  • Supports rapid optimization by allowing analytical sweeps of lumped values without re-running EM simulations.
  • Provides a clear path from individual component design to full-system integration.
  • Facilitates interoperability with standard RF and signal integrity toolchains.

Usage examples

“How do I cascade a low-pass filter and a high-pass filter in MATLAB?”
The agent will guide you to use pcbcascade, ensuring substrate properties are matched before joining the components.
“Can I add a capacitor to an internal port on my PCB design?”
The agent will show you how to wrap the component in pcbElement and assign the capacitor to the specific PortNumber.
“How do I export my PCB S-parameters to a Touchstone file?”
The agent will provide the rfwrite command syntax, including options for frequency units and parameter formats.
“How can I optimize a loaded coupler without re-running EM simulations?”
The agent will explain the analytical S-parameter connection method to sweep impedance values efficiently.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/matlab/matlab-integrate-pcb-circuit/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip matlab-integrate-pcb-circuit.zip -d .agents/skills

Documentation by MathWorks

Cascading and Integrating RF PCB Components

When to Use

  • Cascading two or more PCB components end-to-end with pcbcascade

  • Wrapping PCB components as circuit elements with pcbElement for RF Toolbox

  • Loading internal ports with lumped elements (varactors, terminators)

  • Exporting S-parameters to Touchstone files via rfwrite

  • Integrating RF PCB feed networks with antenna arrays

  • Bridging to Signal Integrity Toolbox for eye diagram analysis

When NOT to Use

  • Designing individual filters, couplers, or transmission lines — use the respective designing skill

  • Building custom PCB geometry from scratch — use matlab-assemble-pcb-layout

  • Running EM analysis on a single component — use matlab-analyze-em

  • Setting up materials — use matlab-manage-pcb-material

Typical Workflow

  1. Before: Design skills (matlab-design-pcb-filter, matlab-design-pcb-coupler, etc.) or matlab-analyze-em — create and validate individual components

  2. This skill: Cascade components, add lumped elements, export Touchstone, bridge to eye diagram analysis

  3. After: matlab-write-pcb-layout — export final design to Gerber; or feed S-parameters into Signal Integrity Toolbox workflows

Quick Reference

TaskCode
Cascade two componentsout = pcbcascade(comp1, comp2)
Cascade with rectangular boardout = pcbcascade(comp1, comp2, 'RectangularBoard', true)
Interactive cascadepcbcascade(comp1, comp2, 'Interactive', true)
Create circuit elementelem = pcbElement(comp)
Set analysis portselem.AnalysisPorts = {1, 2}
Attach lumped elementselem.PortNumber = {3, 4}; elem.PortValue = {capacitor(2.2e-12), resistor(50)}
Add to RF circuitadd(ckt, [1 2 0 0], elem)
Export to Touchstonerfwrite(sp, 'comp.s2p')
Export with optionsrfwrite(sp, 'comp.s2p', FrequencyUnit='GHz', Format='DB')

pcbcascade — Connecting Components End-to-End

The pcbcascade function joins two RF PCB components port-to-port, producing a single pcbComponent for full-wave analysis.

Basic Cascade
HPF = filterStub;
HPF.StubShort = [1 1 1 1 1];
HPF.Height = 0.508e-3;
% ... set HPF properties ...

LPF = filterStepImpedanceLowPass;
LPF.Height = 0.508e-3;
LPF = design(LPF, 7e9);

BPF = pcbcascade(LPF, HPF, "RectangularBoard", true);
show(BPF);
Analyzing the Cascade
freq = linspace(1e6, 12e9, 51);
sp = sparameters(BPF, freq, 'SweepOption', 'interp');
rfplot(sp);
RectangularBoard Option
ValueBehavior
trueCreates a rectangular dielectric board around the cascaded layout
false (default)Uses the natural board shape from the component geometries
Interactive Cascade Mode

For visual port alignment:

pcbcascade(comp1, comp2, 'Interactive', true);

This launches a GUI that lets you visually connect ports and adjust spacing.

Multi-Stage Cascade

Chain more than two components by cascading sequentially:

stage1 = design(filterStepImpedanceLowPass, 5e9);
stage2 = design(microstripLine, 5e9);
stage3 = design(filterStepImpedanceLowPass, 5e9);

% Match substrates — design() defaults differ across object types
stage2.Substrate = stage1.Substrate;
stage2.Height = stage1.Height;
stage2.Conductor = stage1.Conductor;
stage3.Substrate = stage1.Substrate;
stage3.Height = stage1.Height;
stage3.Conductor = stage1.Conductor;

% Cascade stage1 + stage2, then result + stage3
intermediate = pcbcascade(stage1, stage2, 'RectangularBoard', true);
final = pcbcascade(intermediate, stage3, 'RectangularBoard', true);
show(final);
Cascade Requirements
  • Both components must share the same substrate (Height, Substrate)

  • Port line widths should match at the connection interface

  • Components connect at their port edges (port 2 of comp1 to port 1 of comp2)

pcbElement — RF Toolbox Circuit Integration

pcbElement wraps an RF PCB component as a circuit element usable in the RF Toolbox circuit framework. This enables hybrid distributed+lumped modeling.

Basic Usage
comp = design(couplerBranchline, 5e9);
elem = pcbElement(pcbComponent(comp));
S = sparameters(elem, linspace(3e9, 7e9, 51), 'SweepOption', 'interp');
rfplot(S);
Behavioral vs Full-Wave
% Behavioral model (fast, uses analytic approximation)
elem = pcbElement(comp, 'Behavioral', true);

% Full-wave solve (accurate, uses MoM)
elem = pcbElement(comp, 'Behavioral', false);

Not all components support behavioral mode. If unsupported, a warning is issued and full-wave is used automatically.

Adding pcbElement to a Circuit
ckt = circuit;
c1 = interdigitalCapacitor;
c2 = interdigitalCapacitor('NumFingers', 3);
p = pcbElement(c2, 'Behavioral', false);
add(ckt, [1 2 0 0], c1);    % Default pcbElement created automatically
add(ckt, [2 3 0 0], p);
setports(ckt, [1 0], [3 0]);
S = sparameters(ckt, 8e9);

Hybrid Distributed+Lumped Modeling with Internal Ports

The most powerful use of pcbElement is connecting lumped components (capacitors, resistors, inductors) to internal ports on an EM structure. This models tunable filters with varactors, loaded resonators, and bias-T networks.

Concept
  1. Define extra FeedLocations on the PCB as internal port pairs

  2. Wrap with pcbElement

  3. Assign AnalysisPorts (external I/O ports for S-parameter extraction)

  4. Assign PortNumber (internal port indices to load)

  5. Assign PortValue (lumped elements connected at those ports)

Pattern: Loaded Coupler with Terminations
% Start with a 4-port coupler
comp = design(couplerRatrace, 5e9);
pcb = pcbComponent(comp);

% Create pcbElement
elem = pcbElement(pcb);

% Ports 1,2 are external I/O (for S-parameter extraction)
elem.AnalysisPorts = {1, 2};

% Ports 3,4 are loaded with lumped elements
elem.PortNumber = {3, 4};
elem.PortValue = {resistor(50), resistor(50)};

% Analyze the 2-port network with internal loads
S = sparameters(elem, linspace(3e9, 7e9, 51), 'SweepOption', 'interp');
rfplot(S);
Pattern: Tunable Filter with Varactors
% Design a filter with extra internal feed points for varactors
pcb = pcbComponent;
% ... build custom filter geometry with internal feed pads ...
% FeedLocations rows 1,2 = external I/O
% FeedLocations rows 3,4 and 5,6 = varactor pads (internal port pairs)

pcb.FeedLocations = [x1 y1 1 3;    % Port 1: input
                     x2 y2 1 3;    % Port 2: output
                     x3 y3 1 3;    % Port 3: varactor pad A+
                     x4 y4 1 3;    % Port 4: varactor pad A-
                     x5 y5 1 3;    % Port 5: varactor pad B+
                     x6 y6 1 3];   % Port 6: varactor pad B-

elem = pcbElement(pcb);
elem.AnalysisPorts = {1, 2};
elem.PortNumber = {{3,4}, {5,6}};
elem.PortValue = {capacitor(2.2e-12), capacitor(2.2e-12)};

S = sparameters(elem, linspace(1e9, 10e9, 51), 'SweepOption', 'interp');
rfplot(S);
Supported PortValue Types
TypeExample
resistorresistor(50)
capacitorcapacitor(2.2e-12)
inductorinductor(1e-9)
S-parameter file'component.s2p'
PortNumber Formats
% Single-port loads (each port terminated individually)
elem.PortNumber = {3, 4};
elem.PortValue = {resistor(50), resistor(50)};

% Port-pair loads (2-port element connected across a pair)
elem.PortNumber = {{3,4}, {5,6}};
elem.PortValue = {capacitor(2.2e-12), nport('varactor.s2p')};

Antenna Integration

Integrate RF PCB feed networks with Antenna Toolbox arrays.

Corporate Divider + Patch Array
% Design corporate power divider
pdc = powerDividerCorporate;
pdc = design(pdc, 5e9);
pdc.NumOutputPorts = 4;
pdc.PortSpacing = physconst('lightspeed') / 5e9;

% Design patch antenna
ant = patchMicrostripInsetfed;
ant.Substrate = dielectric('Teflon');
ant = design(ant, 5e9);

% Convert to pcbStack for shape extraction
pcbant = pcbStack(ant);
TopLayer = pcbant.Layers{1};

% Create linear array of patches
for i = 2:4
    a = copy(TopLayer);
    a = translate(a, [0, pdc.PortSpacing*(i-1), 0]);
    TopLayer = TopLayer + a;
end

% Merge divider and antenna array into single pcbStack
pcbcomp = pcbComponent(pdc);
pcbant1 = pcbStack;
pcbant1.BoardShape = pcbcomp.BoardShape;
pcbant1.BoardThickness = pcbcomp.BoardThickness;
pcbant1.Layers = pcbcomp.Layers;
pcbant1.FeedDiameter = pcbcomp.FeedDiameter;
pcbant1.FeedLocations = pcbcomp.FeedLocations(1,:);  % Keep only input port

% Combine top layers
pcbant1.Layers{1} = pcbant1.Layers{1} + TopLayer;
show(pcbant1);

pcb2D Cross-Section and Crosstalk

For pcb2D cross-section analysis, trace2D setup, RLGC extraction, slice(), and crosstalk with coupled traces, see matlab-design-pcb-transmission-line.

Exporting S-Parameters to Touchstone Files

Use rfwrite to save computed S-parameters as Touchstone files for reuse in other tools or simulations.

Basic Export
sp = sparameters(pcbComponent, freq, 'SweepOption', 'interp');
rfwrite(sp, 'component.s2p');
rfwrite Options
OptionValuesDescription
FrequencyUnit'Hz', 'kHz', 'MHz', 'GHz'Unit for frequency column
Parameter'S', 'Y', 'Z'Network parameter type
Format'MA', 'DB', 'RI'Magnitude-Angle, dB-Angle, Real-Imaginary
ReferenceResistancescalar (default 50)Reference impedance in ohms
rfwrite(sp, 'filter_2p4GHz.s2p', FrequencyUnit='GHz', Format='DB');
Load Touchstone as nport
n = nport('component.s2p');
% Use in any RF Toolbox circuit
add(ckt, [1 2], n);

The file extension (.s2p, .s4p, etc.) is selected automatically by rfwrite based on port count.

Advanced Integration Patterns

Nolen Matrix Beam-Forming

A Nolen matrix uses cascaded branchline couplers and phase shifters to create an N×N beam-forming network. Build by cascading individual RF PCB components:

coupler = design(couplerBranchline, fc);
ps = design(phaseShifter, fc, PhaseShift=90);
% Extract S-parameters for each, then cascade via circuit()
ckt = circuit;
add(ckt, [1 2 3 4], nport(sparameters(coupler, freq, 'SweepOption', 'interp')));
add(ckt, [3 5], nport(sparameters(ps, freq, 'SweepOption', 'interp')));
% ... build full N×N matrix
Monopulse Comparator

An X-band monopulse comparator uses four ratrace couplers to generate sum and difference beams:

rr = design(couplerRatrace, fc);
S_rr = sparameters(rr, freq, 'SweepOption', 'interp');
% Build 4-coupler comparator network using circuit()
Amplifier Matching Networks

Use microstrip tee junctions and stubs to create input/output matching networks, then cascade with amplifier S-parameters:

% Build matching network as pcbComponent
tee = traceTee(Length=[L1, L2], Width=[W1, W2]);
pcb = pcbComponent(tee);
pcb.Substrate = dielectric("FR4");
S_match = sparameters(pcb, freq, 'SweepOption', 'interp');

% Load amplifier S-parameters and cascade
amp = nport('amplifier.s2p');
ckt = circuit;
add(ckt, [1 2 0 0], nport(S_match));     % Input match
add(ckt, [2 3 0 0], amp);                 % Amplifier
add(ckt, [3 4 0 0], nport(S_match));     % Output match
setports(ckt, [1 0], [4 0]);
S_total = sparameters(ckt, freq);

Full-wave EM results from pcb2D can be exported to Signal Integrity Toolbox for system-level analysis:

cs = pcb2D;
% ... configure traces, substrate
[r, l, g, c] = rlgc(cs, freq);
% Export to Parallel Link Designer for eye diagram analysis

Optimization via S-Parameter Connection Formula

When searching for the optimal lumped element to bridge a gap or load an internal port, re-solving EM for every candidate value is prohibitively slow. Instead, extract the N-port S-matrix once and sweep element values analytically using S-parameter network math.

Pattern: Extract Once, Sweep Analytically
% 1. Build 4-port structure (2 external + 2 internal ports at the gap)
pcb = pcbComponent;
% ... set up geometry with 4 feeds ...
freq = linspace(9e9, 11e9, 101);
S4 = sparameters(pcb, freq, 50, 'SweepOption', 'interp');  % Solve once

% 2. Partition the 4-port S-matrix into external (1,2) and internal (3,4)
S = S4.Parameters;
S11 = S(1:2, 1:2, :);  S12 = S(1:2, 3:4, :);
S21 = S(3:4, 1:2, :);  S22 = S(3:4, 3:4, :);

% 3. Sweep element impedance analytically (no EM re-solve)
Z0 = 50;
Zvals = linspace(1, 500, 1000);  % Candidate impedances
bestS11 = 0;  bestZ = NaN;

for k = 1:numel(Zvals)
    Gamma_L = (Zvals(k) - Z0) / (Zvals(k) + Z0);
    GammaM = Gamma_L * eye(2);
    % S-parameter connection: S_ext = S11 + S12*GammaM*inv(I - S22*GammaM)*S21
    for fi = 1:size(S,3)
        Sext = S11(:,:,fi) + S12(:,:,fi) * GammaM / ...
            (eye(2) - S22(:,:,fi) * GammaM) * S21(:,:,fi);
        s11_dB = 20*log10(abs(Sext(1,1)));
        if s11_dB < bestS11
            bestS11 = s11_dB;  bestZ = Zvals(k);
        end
    end
end
When to Use
ScenarioApproach
Swept R/L/C value searchExtract N-port once, sweep analytically
Few discrete element optionspcbElement with PortValue (re-solves each time)
Final validation of optimal valuepcbElement with the chosen value for full-wave confirmation

This technique is orders of magnitude faster than re-solving EM per iteration — Task 8 swept 1000 impedance values in seconds vs. hours of EM solves.

Pitfalls

  1. pcbcascade substrate match: Both components must have identical Substrate, Height, and Conductor. design() uses different defaults for different object types (e.g. filterStepImpedanceLowPass defaults to a custom dielectric while microstripLine defaults to Teflon). Always copy substrate properties from one component to the other before calling pcbcascade.

  2. Port width matching: When cascading, the port line width of comp1's output port should match comp2's input port width. Mismatched widths cause impedance discontinuities that aren't physical.

  3. pcbElement port ordering: AnalysisPorts indices must be a subset of the feed indices defined in FeedLocations. Port 1 in AnalysisPorts corresponds to the first row of FeedLocations.

  4. PortNumber vs AnalysisPorts: Ports listed in PortNumber are loaded with lumped elements and NOT available as external analysis ports. Don't include the same port index in both AnalysisPorts and PortNumber.

  5. Behavioral mode availability: Not all catalog objects support Behavioral=true. The behavioral model is a fast approximation — use Behavioral=false for final design validation.

  6. Corporate divider + antenna assembly: When combining shapes with +, ensure they physically overlap or touch. Disjoint shapes create disconnected geometry that won't simulate correctly.

  7. No design() for filterStub: filterStub does not support design(). Set stub dimensions manually.

  8. pcbElement Behavioral default is true: When wrapping a catalog object, Behavioral defaults to true (fast analytic). Set Behavioral=false explicitly for full-wave accuracy.

  9. Port renumbering after cascade: pcbcascade(comp1, comp2, portA, portB) connects comp1:portA to comp2:portB — those two ports disappear. Surviving ports are renumbered: comp1's remaining ports first (in original order, skipping portA), then comp2's remaining ports (skipping portB). Example: comp1 has ports [1,2], comp2 has ports [1,2,3]. pcbcascade(comp1, comp2, 2, 1) produces combined ports: [comp1:1, comp2:2, comp2:3]. Always verify with show(combined).

  10. Ground plane continuity in antenna cascades: By default, pcbcascade does not merge ground planes. Use 'GroundFloodFill', true for a continuous ground plane, which is essential for microstrip-fed antennas: pcbcascade(feed, ant, 2, 1, 'GroundFloodFill', true).

  11. SI frequency sampling: Use at least 400 frequency points for wideband SI channels. Too few points cause artifacts in time-domain conversion (eye diagrams).

  12. pcbcascade does not accept lumped elements: pcbcascade only connects pcbComponent objects. To combine a PCB component with lumped resistor/capacitor/inductor elements, use the circuit() object: wrap the PCB component with pcbElement, then add() both the pcbElement and lumped elements to a circuit with node connections and setports(). Example:

pe = pcbElement(comp); pe.Name = 'txline';
C = capacitor(100e-12); C.Name = 'Cblock';
R = resistor(50); R.Name = 'Rterm';
ckt = circuit('modified');
add(ckt, [1 2], C);        % Series DC block
add(ckt, [2 3], pe);       % PCB element
add(ckt, [3 0], R);        % Shunt termination
setports(ckt, [1 0], [3 0]);
S = sparameters(ckt, freq);
  • matlab-design-pcb-filter — Filter objects for cascade

  • matlab-design-pcb-coupler — Coupler/splitter objects for cascade

  • matlab-assemble-pcb-layout — Custom geometry with pcbComponent

  • matlab-analyze-em — S-parameter extraction and field analysis


Copyright 2026 The MathWorks, Inc.

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Attribution and licence

Created by
MathWorks
Publisher
MathWorks (Official)
Source
matlab/matlab-agentic-toolkit · skills-catalog/rf-and-mixed-signal/matlab-integrate-pcb-circuit · commit 2a7f215
Licence
BSD 2-Clause License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE.md)
  • ATTRIBUTION.md (written by AutoGineer)
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