Accel Walk

human-activity · 37 views
human-activityquasiperiodic

What It Is

MotionSense smartphone accelerometer magnitude during walking. 50 Hz triaxial IMU collapsed to vector norm; ~2 Hz gait cycle.

Interpretation

Standard analysis sees: time-irreversible (slow rise, sharp collapse). The atlas finds no named structure, but the source is distinctively extreme on Nonstationarity:regime_persistence (+4.1z) — beyond what the standard bank predicts for it. It sits beside Accel Stairs in the atlas (standard-bank rank 79) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.70
asymmetry0.17
occupancy0.46
short-range corr0.54
long-range memory0.57
spectral colour0.49
periodicity0.50
complexity0.53
time-irreversibility0.15
volatility clustering0.54
multifractality0.43
dimensionality0.70
nonstationarity0.58
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Nonstationarity:regime_persistence+4.1zbank-miss 1.1σ

Composition

dtypeuint8
range[0, 255]
unique values175 / 16384
mean ± std34.5 ± 23.9

Render Gallery

Atlas Position

Nearest neighborDistance
Accel Jog3.02
Accel Stairs3.03
Wind Speed3.65cross-origin

Open in Atlas →

Which Geometries Light Up

NonstationarityNonstationarity:regime_persistencerank 4/3070.7733
SpirographSpirograph:rational_grid_proximityrank 303/3070.5115
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