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The cpw_lumped_adaptive example is a driven full-wave S-parameter extraction of a coplanar-waveguide (CPW) transmission line. It excites the line through lumped ports and computes the reflection (S₁₁) and transmission (S₂₁) across frequency using a adaptive sweep.
- Lumped-port excitation — a compact RLC port model terminates the CPW at each end, injecting and absorbing the signal with a specified reference impedance (typically 50 Ω)
- S-parameters — |S₁₁| (match) and |S₂₁| (transmission) are read directly from the port voltages and currents
- Adaptive fast frequency sweep — the solver builds a rational model of the response from a handful of full-wave solves, placing new sample points only where the S-parameters vary, delivering a dense broadband curve at a fraction of the cost
- Problem type: Driven (frequency domain), coplanar-waveguide line on a dielectric substrate
- Excitation: Lumped Ports at each end of the line
- Frequency sweep: adaptive
- Output: S₁₁ / S₂₁ vs frequency, characteristic impedance, field animation
- Solver: GMRES + multigrid preconditioner, GPU device, high-order elements
The core transferable physics: a coplanar waveguide carries a quasi-TEM signal whose match and loss are captured by its S-parameters. The choice of port model and frequency-sweep strategy trades accuracy against speed. This family of examples lets engineers pick the right modeling approach for their planar interconnect, package trace, or on-chip line.
Lumped ports are ideal for electrically small, planar terminations — they avoid meshing a full modal port region and keep the model lean for on-chip and package structures.
The adaptive sweep concentrates full-wave solves near features and interpolates elsewhere, producing a smooth broadband response with a fraction of the compute of a uniform sweep.
S₁₁/S₂₁ vs frequency map directly to return and insertion loss — the metrics signal-integrity and RF engineers specify against.
Fast driven solves make broadband characterization of interconnect practical inside a design iteration.
Select a domain to see how this simulation applies, with industry-specific scenarios and ROI.
Coplanar waveguide is the workhorse interconnect of RF and microwave circuits — feeding MMICs, connecting components, and forming distributed elements. Its characteristic impedance and loss are set by the trace/gap geometry and substrate, and a poorly matched line reflects power, ripples the response, and degrades noise figure.
Empirically tuning CPW lines and transitions on fabricated boards costs $8K–$30K per iteration in prototypes and lab time. Getting the S-parameters right in simulation collapses those loops.
Driven CPW extraction gives the exact match and loss for the line and its transitions before fabrication.
| Application | How this simulation maps |
|---|---|
| CPW impedance control | S₁₁ confirms 50 Ω match vs trace/gap geometry |
| MMIC / connector transitions | Reflection and loss at launches quantified before build |
| Broadband loss budgeting | S₂₁ vs frequency sets insertion loss across the band |
Scenario: An RF module team develops 40 CPW-based designs/year at 4 board iterations each. Driven S-parameter simulation cuts iterations to 1.5.
Fewer board spins per design also compress schedule, getting RF modules to customers faster.
Characterize your line
Load your CPW geometry and substrate, apply lumped ports, and run the driven solve to get S-parameters.
Sweep the band
Use the adaptive sweep to capture the broadband response efficiently and verify match/loss.
Compare modeling choices
Contrast lumped, wave, and coax ports and uniform vs adaptive sweeps across the cpw_* family to pick the best accuracy/speed trade-off.
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