Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4683626 | Geodesy and Geodynamics | 2012 | 5 Pages |
Abstract
:In view of the usefulness of Empirical Mode Decomposition (EMD), Artificial Neural Networks (ANN), and Most Relevant Matching Extension (MRME) methods in dealing with nonlinear signals, we propose a new way of combining these methods to deal with signal prediction. We found the results of combining EMD with either ANN or MRME to have higher prediction precision for a time series than the result of using EMD alone.
Related Topics
Physical Sciences and Engineering
Earth and Planetary Sciences
Earth-Surface Processes
Authors
Wang Yong, Liu Yanping, Yang Jing,