feat: non-parametric frquency domain identification algorithm#2
Open
jamestjsp wants to merge 2 commits intofeat/sippy-factory-patternfrom
Open
feat: non-parametric frquency domain identification algorithm#2jamestjsp wants to merge 2 commits intofeat/sippy-factory-patternfrom
jamestjsp wants to merge 2 commits intofeat/sippy-factory-patternfrom
Conversation
Add spectral analysis utilities and corresponding tests - Introduced a new module `spectral_utils.py` containing functions for power spectrum and cross-spectrum computation, frequency response estimation, coherence computation, and spectral smoothing. - Implemented Welch's method for power spectrum and cross-spectrum calculations. - Added utility functions for window creation and frequency denormalization. - Developed comprehensive test cases for the spectral utilities to ensure functionality and correctness. - Updated `simulation_utils.py` to utilize the new spectral utilities for model uncertainty estimation.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Add spectral analysis utilities and corresponding tests
spectral_utils.pycontaining functions for power spectrum and cross-spectrum computation, frequency response estimation, coherence computation, and spectral smoothing.simulation_utils.pyto utilize the new spectral utilities for model uncertainty estimation.