Sine Wave

signal-synthesis · 37 views
signal-synthesisperiodic

What It Is

Pure sinusoid --- perfectly periodic, single-frequency, minimal complexity. The baseline for all oscillatory comparisons

Interpretation

Standard analysis sees: bounded / light-tailed; smooth / autocorrelated; long-range memory (persistent); strongly periodic; low-complexity (predictable, not noise-like); volatility-clustering (bursty); low-dimensional. The atlas additionally detects Persistent Homology:max_h1_lifetime. It sits beside Duffing Oscillator in the atlas (standard-bank rank 21) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.09
asymmetry0.55
occupancy0.80
short-range corr0.97
long-range memory0.88
spectral colour0.21
periodicity0.98
complexity0.05
time-irreversibility0.35
volatility clustering0.94
multifractality0.72
dimensionality0.11
nonstationarity0.28
What the atlas adds
Persistent Homology:max_h1_lifetime+6.2z
reconstructed phase space contains a persistent topological loop (S¹) — a smooth simple limit cycle
Atlas-extreme metrics the standard bank can’t predict for this source
Laplacian:curvature_autocorrelation+2.1zbank-miss 1.3σ

Composition

dtypefloat64
range[-1, 1]
unique values16384 / 16384
mean ± std-0.00488 ± 0.708

Render Gallery

Atlas Position

Nearest neighborDistance
Damped Pendulum2.49cross-origin
Period-Doubled Wave2.74
Duffing Oscillator3.48cross-origin

Open in Atlas →

Which Geometries Light Up

Attractor Reconstruction › Attractor Reconstruction:d2_saturationrank 5/3060.9958
Catch24 › Catch24:FC_LocalSimple_mean1_tauresratrank 2/3061.0003
Catch24 › Catch24:CO_Embed2_Dist_tau_d_expfit_meandiffrank 306/3060.0000
Chladni › Chladni:captured_power_fractionrank 306/3060.0001
Hodge–Laplacian › Hodge–Laplacian:curl_div_ratiorank 1/3067.0095
Hodge–Laplacian › Hodge–Laplacian:solenoidal_fractionrank 1/3060.9989
Laplacian › Laplacian:cross_scale_curvature_coherencerank 2/3060.9995
Laplacian › Laplacian:curvature_autocorrelationrank 2/3060.9995
Laplacian › Laplacian:biharmonic_ratiorank 306/3060.0000
Navier-Stokes › Navier-Stokes:sl_fit_qualityrank 306/306-1.0000
Persistent Homology › Persistent Homology:max_h1_lifetimerank 2/3060.9163
Spectral Analysis › Spectral Analysis:spectral_peakednessrank 3/3060.9812
Spectral Analysis › Spectral Analysis:spectral_r2rank 5/3060.9594
Symplectic › Symplectic:flux_sign_persistencerank 4/306288.8150
Visibility Graph › Visibility Graph:degree_exponent_gammarank 302/3060.3237
Wavelet Cascade › Wavelet Cascade:scale_gini_dispersionrank 303/3060.0078
p-Variation › p-Variation:volatility_clusteringrank 3/3060.9996
in iterated-maps
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