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ENH: Implement time-frequency analysis methods #308

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MateusStano opened this issue Nov 21, 2022 · 0 comments
Open

ENH: Implement time-frequency analysis methods #308

MateusStano opened this issue Nov 21, 2022 · 0 comments
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Flight Flight Class related features Function Everything related to the Function class Good first issue Good for newcomers

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@MateusStano
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Is your feature request related to a problem? Please describe.

Currently, the flight simulation performs a frequency response analysis for the attitude angle, omega1, omega2 and omega3. This analysis is a simple application of FFT in the first five seconds of derailed flight.
The resulting plot shown in allInfo is:

image

Describe the solution you'd like

An interesting addition would be to implement time-frequency analysis methods, such as STFT (short-time Fourier transform), wavelets decomposition, least square spectral analysis or Prony's method.

Each of these methods could add interesting and useful information to RocketPy's simulation and would be very interesting when adding/studying control methods.

New plots would be needed to show the results of these different methods, such as spectrograms.

Additional context

This issue comes from PR #292 where def toFrequencyDomain method of the Function class was added

@Gui-FernandesBR Gui-FernandesBR added the Flight Flight Class related features label Nov 21, 2022
@Gui-FernandesBR Gui-FernandesBR added this to the Release v1.1.0 milestone Apr 16, 2023
@giovaniceotto giovaniceotto added Good first issue Good for newcomers Function Everything related to the Function class labels Oct 23, 2023
@Gui-FernandesBR Gui-FernandesBR changed the title Implement time-frequency analysis methods ENH: Implement time-frequency analysis methods Oct 30, 2023
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Labels
Flight Flight Class related features Function Everything related to the Function class Good first issue Good for newcomers
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