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feat: minimum dynamic measurement time and more accurate measurements #193

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merged 11 commits into from
May 2, 2024

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This pr aims to improve measurement accuracy and faster measurement process.

  1. Use EWMA/Welford process data.
  2. Complete the confidence analysis of the measured data through the first point, to achieve early stopping of the measurement.

More Details #192

@r3inbowari r3inbowari merged commit 0a8f673 into dev/1.7.0 May 2, 2024
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@r3inbowari r3inbowari deleted the dev/stability_evaluation branch May 2, 2024 19:33
r3inbowari added a commit that referenced this pull request May 4, 2024
…#193)

* change: rateCaptureFrequency adjusted to 50ms

* change: add welford alg with moving window

* change: add c.v scalar

* change: add readme.md

* change: update readme.md

* change: update EWMA

* change: remove test

* change: done

* change: consecutiveStableIterationsThreshold

* change: version tag and back to sync.once in close fn
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