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An improved EMD adaptive denoising and feature extraction algorithm

2019 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 2019
The noise is often accompanied in the process of extracting the signal from the engineering application which will cause a large error in the processing of the signal and interferer the judgment. Aiming at this problem, this paper proposes an improved EMD adaptive removing noise and feature extraction algorithm.
null Renguifen, null Liuzengli
openaire   +1 more source

Denoising Algorithm Based on EMD with Adaptive Adjustment of Coefficients

2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (EIConRus), 2019
This paper deals with the denoising algorithm based on EMD with adaptive adjustment of the coefficients depending on the noise level. It is compared with the known denoising algorithms based on EMD, wavelets and Wiener filter. The evaluation of the filtration quality was performed.
Alexander S. Voznesenskiy   +4 more
openaire   +1 more source

Improved algorithm for image decomposition based on bidimensional EMD

SPIE Proceedings, 2007
According to the system intrinsic quality of self-comparability and the empirical mode decomposition algorithm of completeness and stability, an improvement algorithm for EMD image decomposition is presented. It is integrity, fast and effective. Some aspects were improved that bidimensional interpolation methods and end conditions of getting intrinsic ...
Jingbo He, Fuyuan Peng
openaire   +1 more source

An Improved Symbol Entropy Algorithm Based on EMD for Detecting VT and VF

2017
In this paper the improved symbol entropy algorithm based on empirical mode decomposition (EMD) was proposed to detect ventricular tachycardia (VT) and ventricular fibrillation (VF). The original symbol entropy arithmetic needed longer time series to distinguish VT and VF by high accuracy while the algorithm we proposed can distinguish VT and VF in ...
Yingda Wei   +4 more
openaire   +1 more source

Research on the Effectiveness of EMD-GRU Algorithm for Stock Forecasting

Proceedings of the 2023 3rd International Conference on Big Data, Artificial Intelligence and Risk Management, 2023
openaire   +2 more sources

A Novel Denoising Algorithm Based on TVF-EMD and Its Application in Fault Classification of Rotating Machinery

Measurement: Journal of the International Measurement Confederation, 2021
Liguo Zhang, Mengfei Hu, Mingliang Li
exaly  

Face detection algorithm using EMD: Application to biometric recognition system

2018
569
Jordi Solé-Casals   +3 more
openaire   +2 more sources

Denoising of ECG Signals Based on Noise Reduction Algorithms in EMD and Wavelet Domains

Biomedical Signal Processing and Control, 2012
Celia Shahnaz, Md Ashfanoor Kabir
exaly  

Heart sound analysis using EMD algorithm

2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences, 2012
openaire   +1 more source

A Hybrid Model of EMD and Multiple-Kernel RVR Algorithm for Wind Speed Prediction

International Journal of Electrical Power and Energy Systems, 2016
Sheng-Wei Fei
exaly  

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