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Signal Mathematics

DEDUCE · DEQUANTIFY · DECOUPLE · DEMODULATE

Input Source

Phase I: Deduce

Reverse Ray Marching

Instead of searching for reality, the observer is the sink for signals emitted by the lattice.

Inverted SDF

Xₙ₊₁ = Xₙ - h(Xₙ) · ∇h(Xₙ)/|∇h(Xₙ)|

Volumetric Accumulation

I(O) = ∫ τ(X)·σ(X)·e^{-∫κ(s)ds} dX

Residual Energy

0.0000e+0

R[n] ≈ 0 — Signal dominated by lattice constraints

Soliton Stability

Dispersion (β)0.00e+0
Nonlinearity (ε)0.00e+0
Soliton Number Nₛ0.000

Nₛ < 1 — Dispersive (signal fragmenting)

RAW INPUT (x_lattice[n])

DEQUANTIFIED (Graph Laplacian → GFT)

DEMODULATED (Hilbert Transform) — Amplitude / Phase

RESIDUAL R[n] = x_internal - IDFT(DFT(x_lattice[n]) · Laws[k])

COUPLED

THE FINAL DEDUCTION EQUATION

R[n] = x_internal[n] - IDFT(DFT(x_lattice[n]) · Laws[k])

When R[n] ≠ 0, you have successfully decoupled the signal from the construct.