SpectralAnalysisConfig

scirs2_series::features::config

Struct SpectralAnalysisConfig 

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pub struct SpectralAnalysisConfig {
Show 25 fields
    pub calculate_welch_psd: bool,
    pub calculate_periodogram_psd: bool,
    pub calculate_ar_psd: bool,
    pub welch_window_length_factor: f64,
    pub welch_overlap_factor: f64,
    pub ar_order: usize,
    pub detect_spectral_peaks: bool,
    pub min_peak_height: f64,
    pub min_peak_distance: usize,
    pub peak_prominence_threshold: f64,
    pub max_peaks: usize,
    pub calculate_eeg_bands: bool,
    pub calculate_custom_bands: bool,
    pub custom_band_boundaries: Vec<f64>,
    pub calculate_relative_band_powers: bool,
    pub calculate_band_ratios: bool,
    pub calculate_spectral_shannon_entropy: bool,
    pub calculate_spectral_renyi_entropy: bool,
    pub renyi_alpha: f64,
    pub calculate_spectral_permutation_entropy: bool,
    pub spectral_permutation_order: usize,
    pub calculate_spectral_sample_entropy: bool,
    pub spectral_sample_entropy_tolerance: f64,
    pub calculate_spectral_complexity: bool,
    pub calculate_spectral_flatness: bool,

}
Expand description

Configuration for advanced spectral analysis feature calculation

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§calculate_welch_psd: bool

Calculate Welch’s method PSD

§calculate_periodogram_psd: bool

Calculate periodogram PSD

§calculate_ar_psd: bool

Calculate autoregressive PSD

§welch_window_length_factor: f64

Window length for Welch’s method (as fraction of signal length)

§welch_overlap_factor: f64

Overlap for Welch’s method (as fraction of window length)

§ar_order: usize

Order for autoregressive PSD estimation

§detect_spectral_peaks: bool

Enable spectral peak detection

§min_peak_height: f64

Minimum peak height (as fraction of max power)

§min_peak_distance: usize

Minimum peak distance (in frequency bins)

§peak_prominence_threshold: f64

Peak prominence threshold

§max_peaks: usize

Maximum number of peaks to detect

§calculate_eeg_bands: bool

Enable standard EEG frequency band analysis

§calculate_custom_bands: bool

Enable custom frequency band analysis

§custom_band_boundaries: Vec<f64>

Custom frequency band boundaries (in Hz or normalized units)

§calculate_relative_band_powers: bool

Enable relative band power calculation

§calculate_band_ratios: bool

Enable band power ratio calculation

§calculate_spectral_shannon_entropy: bool

Calculate spectral Shannon entropy

§calculate_spectral_renyi_entropy: bool

Calculate spectral Rényi entropy

§renyi_alpha: f64

Rényi entropy alpha parameter

§calculate_spectral_permutation_entropy: bool

Calculate spectral permutation entropy

§spectral_permutation_order: usize

Permutation order for spectral permutation entropy

§calculate_spectral_sample_entropy: bool

Calculate spectral sample entropy

§spectral_sample_entropy_tolerance: f64

Sample entropy tolerance for spectral domain

§calculate_spectral_complexity: bool

Calculate spectral complexity measures

§calculate_spectral_flatness: bool

Calculate spectral flatness (Wiener entropy)

Trait Implementations§

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impl Clone for SpectralAnalysisConfig

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fn clone(&self) -> SpectralAnalysisConfig

Returns a duplicate of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SpectralAnalysisConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for SpectralAnalysisConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

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