We propose a novel noise cancellation method based on the scale-adaptive remixing and demixing of Intrinsic Mode Functions (IMFs) constructed using Empirical Mode Decomposition (EMD). The method addresses the problem of mode mixing in the EMD by performing mode demixing. An illustrative example using noisy random binary sequence is presented. The proposed approach allows achieving better denoising results than the classic first IMF discarding approach.
|Titolo:||IMF remixing for mode demixing in EMD and application for jitter analysis|
NAPOLI, CHRISTIAN (Corresponding)
|Data di pubblicazione:||2016|
|Citazione:||IMF remixing for mode demixing in EMD and application for jitter analysis / Damaševičius, R; Napoli, Christian; Sidekerskiene, T; Woźniak, M.. - (2016), pp. 7543713.50-7543713.55. ((Intervento presentato al convegno 2016 IEEE Symposium on Computers and Communication (ISCC) tenutosi a Messina, Italy nel June 27-30, 2016.|
|Appare nelle tipologie:||4.1 Contributo in Atti di convegno|