Struct Ceemdan 

pub struct Ceemdan {
    pub stop: Stop,
    pub max_imfs: Option<usize>,
    pub trials: usize,
    pub epsilon: f64,
    pub seed: u64,
}

Complete ensemble EMD with adaptive noise, improved form (Colominas et al. 2014), each channel on its own. Mode k is r_{k−1} − ⟨M(r_{k−1} + ε·SD(r_{k−1})·E_k(w))⟩, so modes sum to the signal exactly.

Fields

stop: Stop

max_imfs: Option<usize>

trials: usize

epsilon: f64

seed: u64

Implementations

impl Ceemdan

pub fn new(trials: usize, epsilon: f64, seed: u64) -> Result<Self, MethodError>

The authors’ settings: emd.m’s Rilling stop, ε = 0.2.

pub fn validated(self) -> Result<Self, MethodError>

Trait Implementations

impl Clone for Ceemdan

fn clone(&self) -> Ceemdan

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for Ceemdan

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

Formats the value using the given formatter.

impl ModeDecomposer for Ceemdan

fn descriptor(&self) -> MethodDescriptor

fn decompose( &self, signal: &MultichannelSeries, ) -> Result<Decomposition, MethodError>