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Detect sudden jumps in current #129

@MichaelClerx

Description

@MichaelClerx

See for example here:

Image

Example strategies could be e.g.

  • only look after cap artefact filtering
  • treat each step individually (ignoring ramps)
  • with some sliding window approach, using a "sensible" time scale e.g. dt=5ms, look for cases where
    • |mean(I[t, t+dt]) - mean(I[t+2dt, t+3dt])| > some sensible threshold, based on noise estimate, in words: a little segment before the jump differs from a little segment after the jump
    • but the slope of the before and after segment is the same (differs less than some threshold)

Or

  • only look after cap artefact filtering
  • treat each step individually
  • fit the signal with multiple exponentials, or splines, or anything that wouldn't fit a little jump
  • use the quality of fit as a jump detector

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