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CEEMDAN

Potpuna empirijska dekompozicija moda s adaptivnim šumom (CEEMDAN) poboljšana je inačica empirijske dekompozicije moda (EMD) koja rješava probleme miješanja modova prosječavanjem ansambla s adaptivnim šumom. CEEMDAN, koji su uveli Torres i suradnici (2011.), dekomponira signale na intrinsic mode funkcije (IMF) koje predstavljaju oscilacije na različitim ljestvicama. Metoda dodaje kontrolirani šum višestrukim realizacijama i prosječava rezultate, proizvodeći stabilnije, fizikalno smislenije komponente od standardne EMD.

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Izvori

  1. Torres, M. E., Colominas, M. A., Schlotthauer, G., & Flandrin, P. (2011). A complete ensemble empirical mode decomposition with adaptive noise. In 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 4144–4147). DOI: 10.1109/ICASSP.2011.5947265
  2. Colominas, M. A., Schlotthauer, G., & Torres, M. E. (2014). Improved complete ensemble empirical mode decomposition with adaptive noise. IEEE Transactions on Signal Processing, 63(6), 1408–1413. link
  3. Huang, N. E., et al. (1998). The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proceedings of the Royal Society of London A, 454(1971), 903–995. DOI: 10.1098/rspa.1998.0193

Kako citirati ovu stranicu

ScholarGate. (2026, June 3). Complete Ensemble Empirical Mode Decomposition with Adaptive Noise. ScholarGate. https://scholargate.app/hr/time-series/ceemdan

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ScholarGateCEEMDAN (Complete Ensemble Empirical Mode Decomposition with Adaptive Noise). Preuzeto 2026-06-15 s https://scholargate.app/hr/time-series/ceemdan · Skup podataka: https://doi.org/10.5281/zenodo.20539026