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April 15, 20260 citationsOpen Access

State-Space Lift of the Smith Chart

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AAAlexis Arellano

Key Points

  • The aim is to introduce a state-space lift of the Smith Chart that enhances the dispersive sensitivity and accuracy of reflection measurements.
  • Derived the lift from Maxwell's equations.
  • Validated the model with a 0.11% error which included formal properties.
  • Conducted Cole–Cole simulations across various frequency ranges of skin tissue.
  • Performed Monte Carlo validation over 500 virtual subjects.
  • Achieved a +19.6% improvement in discriminability over the classical Smith Chart.
  • Extended validation showed a +123% improvement across 6 tissue types.
  • Fisher information gain was observed to be ≥ 1.0 across tested frequencies, peaking at ~45 GHz.

Abstract

This preprint introduces a state-space lift of the Smith Chart, Σ(ω,t) = (ReΓ, ImΓ, χ), where χ(ω,t) = |∂Γ/∂logω| is the local dispersive sensitivity — the 1-jet of the reflection curve in the log-frequency variable. The lift is derived from Maxwell's equations and validated to 0.11% error. Six formal properties are established (Propositions A1–A6): exact collapse to the classical 2D Smith Chart (A1), non-redundancy — two loads with |Γ₁−Γ₂| = 5.6×10⁻¹⁷ at 60 GHz but |χ₁−χ₂| = 0.0035 (2.0%) — (A2), H¹-monotonicity confirmed over 147 tests with zero violations (A3), Fisher information gain ≥ 1.0 everywhere with up to 1.62× at 300 GHz (A4), estimation error bound with optimal step h* (A5), and information gain with Jacobian conditioning trade-off (A6). Cole–Cole simulations of four physiological states of skin tissue across 30–300 GHz yield +19.6% discriminability improvement 95% CI: 17.4%, 22.1% over the classical 2D Smith Chart. Extended computational validation using IT'IS Foundation v4.1 parameters (6 tissue types) yields +123% improvement. Monte Carlo validation over n=500 virtual subjects yields Cohen's d = 1.49–1.54 (p < 0.001). Peak dispersive sensitivity occurs at ~45 GHz (FR4 band), coinciding with the maximum Fisher information gain — connecting spectral geometry, information theory, and engineering frequency selection in a single operating point. The framework is most immediately useful for frequency selection, spectral discrimination, and regularized observation. Submitted to IEEE Access for peer review.

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Cite This Study

Alexis Arellano (2026) studied this question.

synapsesocial.com/papers/69df2cf7e4eeef8a2a6b20aahttps://doi.org/10.5281/zenodo.19555356
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1State-Space Lift of the Smith Chart2026
  2. 2The Generalized Z-Axis of the Smith Chart: χz = |∂Γ/∂z| as a Universal Auxiliary Observable for State Detection at Electromagnetic Interfaces2026
  3. 3Formal Consolidation of the Generalized Z-Axis Framework: Geometric Curvature, Rice-Distributed Phase Estimation, and Metric Monotonicity2026
  4. 4Formal Consolidation of the Generalized Z-Axis Framework: Geometric Curvature, Rice-Distributed Phase Estimation, and Metric Monotonicity2026
  5. 5IMM Paper 19: A Smith Chart for the Riemann Hypothesis — The Cayley–Li Disk as a Unified Instrument Panel for Circle-Side Positivity2026