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KIRRA
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Telemetry Explorer

data lake · time-aligned signals · correlation & anomaly detection

Simulated data
asset
range
signals · 3 selected

Correlation View

KIRRA-09 · 24h · normalized 0–100% for overlay

3 signals

Correlation Matrix

Pearson r · raw values

velodds_whee
velocity1.000.17-0.09
dds_late0.171.00-0.13
wheel_sl-0.09-0.131.00

Strong negative correlation between LiDAR returns and wheel slip / DDS latency marks the perception dropout at 16:30.

Time-Aligned Samples

raw values · most recent 8 epochs

TimeVelocity (m/s)DDS latency p99 (ms)Wheel slip (%)
20:001.9310.371.5
20:301.6210.541.63
21:001.8510.561.9
21:301.7711.161.54
22:001.512.71.61
22:301.2611.561.71
23:001.1612.612.51
23:301.3513.271.54

Detected Anomalies

z-score & dropout flags

  • Localization conf.
    15:00 · 61 %
    medium
  • Wheel slip
    15:30 · 17 %
    high
  • Wheel slip
    16:00 · 14 %
    high
  • DDS latency p99
    16:30 · 47 ms
    medium
  • LiDAR returns
    16:30 · 12 k pts
    medium