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Table 6 Summary of the energetic domain

From: Review and classification of variability analysis techniques with clinical applications

Domain Assumptions

Features

Feature Assumptions

Transformation used

References

The information is held in the energy of the signal

Frequency features

Stationarity of the time series

Frequency transformations

[9, 18, 22, 25, 60, 61, 75]

 

Time-frequency features

 

Time-frequency transformations

[9, 18, 22, 25, 60, 61, 75]

 

Energy operators

The time series expresses periodicity

 

[73, 74]

 

Multiscale time irreversibility

The time series is created from a dissipative process, which dissipation can be quantified by the degree of temporal asymmetry

 

[76]