Absolute Energy and Autocorrelation with equal value

[JoanaSofia]

Hi, I noticed that both the absolute energy and the autocorrelation of the signals return the same value, which seems unusual. I believe they should differ. Could you please look into this?

Thank you in advance!

[dmfolgado]

Hi Joana,

The issue is arising from the current implementation of the autocorrelation. We will improve it in the next release.

[dmfolgado]

I am currently working on this improvement. The autocorrelation feature will now utilize the ACF (Autocorrelation Function) from the statsmodels library. My plan involves extracting the time constant (τ), defined as the point where the autocorrelation falls to 1/e of its initial value. Below are some tests:

• The second row displays the ACF along with the respective τ value.
• In the third row, I have noted the results from DFA (Detrended Fluctuation Analysis) as part of other tests we are conducting in parallel. These are being done in preparation for the introduction of fractal features.

[dmfolgado]

This issue was fixed in v.0.1.7