This is a good intuition. At times it reminds me of old school hand rolled feature engineering used in time series modelling: assuming that the signal is made u

This is a good intuition. At times it reminds me of old school hand rolled feature engineering used in time series modelling: assuming that the signal is made up of a stationary component and a sine wave. Though haven't managed to mathematically figure out if the two are equivalent.