Research output: Contribution to journal › Article › peer-review
Detection of the deterministic component from noised time series is a common procedure in the solar–terrestrial coupling problem when climate is modeled, solar activity is analyzed, or a signal associated with helium is extracted. Such series are mostly generated by the superposition of different processes for which the concept of a noise component cannot be determined formally. A method based on the combination of time-series topological embedding in Euclidean space and the identification of a persistent cycle by homology theory methods is proposed. The method application is demonstrated based on actual data.
Original language | English |
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Pages (from-to) | 853-857 |
Number of pages | 5 |
Journal | Geomagnetism and Aeronomy |
Volume | 56 |
Issue number | 7 |
DOIs | |
State | Published - 1 Dec 2016 |
ID: 9326241