emd

Empirical Mode Decomposition and Hilbert-Huang Transform

BSD-3-Clause licensed by Justin Le

Maintained by [email protected]

This version can be pinned in stack with:emd-0.1.4.0@sha256:ac8490e2e7abc658b959e4b686f556f37a14809029395a984755bf3808444a52,1780

Numeric
- Numeric.EMD
  - Numeric.EMD.Internal
    - Numeric.EMD.Internal.Spline
- Numeric.HHT

Depends on 11 packages(full list with versions):

Changes

August 20, 2018

hhtSparseSpectrum added to Numeric.HHT module, for an alternate sparser representation of the Hilbert Spectrum.
hhtDenseSpectrum also added to Numeric.HHT, for an alternative denser representation.
expectedFrequency added to Numeric.HHT module, to calculate weighted average of frequency contributions at each step in time.
dominantFrequency also added to Numeric.HHT to calculate strongest frequency at each step in time.

August 15, 2018

Default instance for SiftCondition and EMDOpts, as a useful alternative to defaultEO and defaultSC for those who prefer it.
Binary instances for EMD, HHT, and related data types. These are based on Binary instance for v a, so the user must bring the orphan instance of their choice into scope. Not sure if this is the best way to do this.

July 27, 2018

BUG FIX Fixed behavior of frequency wrapping to wrap between 0 and 1, instead of 0.5, as claimed!

July 27, 2018

Actually implemented the Hilbert-Huang transform
Allowed for other border handling behaviors during EMD
Changed default stopping conditions for sifting process
Added clamped spline end conditions.
Removed unsized interface
Sifting will now throw runtime exception for singular splining matrices, instead of treating the result as a residual. This might change in the future.

July 25, 2018

July 25, 2018