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On the Memory Cost of EMD Algorithm
Empirical mode decomposition (EMD) and its variants are adaptive algorithms that decompose a time series into a few oscillation components called intrinsic mode functions (IMFs).
Hsu-Wen Vincent Young +2 more
doaj +2 more sources
Adaptive Signal Processing Algorithms Based on EMD and ITD [PDF]
In the last two decades, both Empirical Mode Decomposition (EMD) and Intrinsic Time-Scale Decomposition (ITD) algorithms deserved a variety of applications in various fields of science and engineering due to their obvious advantages compared to conventional (e.g.
Alexander Voznesensky, Dmitry Kaplun
exaly +3 more sources
EMD: an ensemble algorithm for discovering regulatory motifs in DNA sequences [PDF]
Background Understanding gene regulatory networks has become one of the central research problems in bioinformatics. More than thirty algorithms have been proposed to identify DNA regulatory sites during the past thirty years.
Kihara Daisuke +2 more
doaj +4 more sources
An LBL positioning algorithm based on an EMD–ML hybrid method
Autonomous underwater vehicles (AUVs) are essential assets for ocean exploration requiring reliable underwater positioning technology. Aiming to improve the latter technology in a low SNR and reverberation environment, the Chan–Taylor hybrid positioning ...
Huibao Yang +4 more
doaj +2 more sources
Robust Registration of Medical Images in the Presence of Spatially-Varying Noise
Spatially-varying intensity noise is a common source of distortion in medical images and is often associated with reduced accuracy in medical image registration.
Reza Abbasi-Asl +2 more
doaj +1 more source
Damage identification of bridge structure model based on empirical mode decomposition algorithm and Autoregressive Integrated Moving Average procedure [PDF]
Time series models have been used to extract damage features in the measured structural response. In order to better extract the sensitive features in the signal and detect structural damage, this paper proposes a damage identification method that ...
Weijia Lu +4 more
doaj +1 more source
New streaming algorithms for high dimensional EMD and MST
We study streaming algorithms for two fundamental geometric problems: computing the cost of a Minimum Spanning Tree (MST) of an $n$-point set $X \subset \{1,2,\dots,Δ\}^d$, and computing the Earth Mover Distance (EMD) between two multi-sets $A,B \subset \{1,2,\dots,Δ\}^d$ of size $n$.
Xi Chen 0001 +3 more
openaire +2 more sources
In order to remove noise generated during the accelerometer calibration process, an accelerometer denoising method based on empirical mode decomposition (EMD) and time-frequency peak filtering (TFPF) is proposed in this paper.
Chenguang Wang +4 more
doaj +1 more source
Online Monitoring Technology of Power Transformer based on Vibration Analysis
This paper presents a method for the study of the influence of stability of a power transformer on the power system based on the vibration principle. Traditionally, the EMD and EEMD algorithms are employed to test the box vibration signal data of the ...
Meng Junhong +5 more
doaj +1 more source
A New Approach to Empirical Mode Decomposition Based on Akima Spline Interpolation Technique
The objective of this research work is to extend the scope of the empirical mode decomposition (EMD) algorithm, as an efficient tool to decompose the nonlinear and non-stationary time series.
Muhammad Ali +3 more
doaj +1 more source

