Triangle Wave

signal-synthesis · 37 views
signal-synthesisperiodic

What It Is

Triangle wave --- linear ramps up and down, smooth peaks with 1/n² Fourier decay (only odd harmonics)

Interpretation

Standard analysis sees: rich, high-entropy values; red spectrum (low-frequency / 1-over-f power); strongly periodic; low-complexity (predictable, not noise-like); low-dimensional; stationary. The atlas additionally detects Multi-Scale Wasserstein:w_max_ratio, Persistent Homology:max_h1_lifetime.

What standard analysis sees
tail heaviness0.26
asymmetry0.46
occupancy0.89
short-range corr0.78
long-range memory0.42
spectral colour0.08
periodicity0.96
complexity0.14
time-irreversibility0.53
volatility clustering0.76
multifractality0.37
dimensionality0.12
nonstationarity0.06
What the atlas adds
Multi-Scale Wasserstein:w_max_ratio+5.4z
scale-coherent dispersion mismatch (max/min Wasserstein across scales)
Persistent Homology:max_h1_lifetime+5.2z
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
Zipf–Mandelbrot (8-bit):zipf_r_squared-3.6zbank-miss 1.3σ
Nonstationarity:dynamic_coupling+2.6zbank-miss 1.6σ
Attractor Reconstruction:kaplan_yorke_dim-2.2zbank-miss 1.3σ

Composition

dtypefloat64
range[-1, 1]
unique values16384 / 16384
mean ± std0.00145 ± 0.577

Render Gallery

Atlas Position

Nearest neighborDistance
Damped Pendulum3.38cross-origin
2-Torus Quasiperiodic4.00cross-origin
Clipped Sine4.09

Open in Atlas →

Which Geometries Light Up

2-adic2-adic:mean_distancerank 3/3070.6683
Attractor ReconstructionAttractor Reconstruction:d2_saturationrank 3/3070.9969
D4 TrialityD4 Triality:edge_ortho_polarityrank 3/3070.7398
Fisher InformationFisher Information:effective_dimensionrank 5/30715.9997
Fisher InformationFisher Information:log_det_fisherrank 303/30744.3616
Fisher InformationFisher Information:trace_fisherrank 303/307256.0044
Modular ResidueModular Residue:occupancy_entropyrank 3/3071.0000
Multi-Scale WassersteinMulti-Scale Wasserstein:w_max_ratiorank 3/3071974.5185
NonstationarityNonstationarity:metric_volatilityrank 2/3073.4401
Ordinal PartitionOrdinal Partition:time_irreversibilityrank 306/3070.0027
Persistent HomologyPersistent Homology:max_h1_lifetimerank 4/3070.7899
Visibility GraphVisibility Graph:avg_clustering_coeffrank 304/3070.1777
WassersteinWasserstein:entropyrank 5/3075.0000
WassersteinWasserstein:concentrationrank 303/3071.0094
WassersteinWasserstein:dist_from_uniformrank 303/3070.0006
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