A Human ECG Identification System Based on Ensemble Empirical Mode Decomposition

A Human ECG Identification System Based on Ensemble Empirical Mode Decomposition

In this paper, a human electrocardiogram (ECG) identification system based on ensemble empirical mode decomposition (EEMD) is designed. A robust preprocessing method comprising noise elimination, heartbeat normalization and quality measurement is proposed to eliminate the effects of noise and heart...

Full description

Bibliographic Details
Main Authors:	Yi Luo, Diandian Chen, Zhidong Zhao, Lei Yang
Format:	Article
Language:	English
Published:	MDPI AG 2013-05-01
Series:	Sensors
Subjects:	biometrics ECG Identification System ensemble empirical mode decomposition k-nearest neighbors
Online Access:	http://www.mdpi.com/1424-8220/13/5/6832

Similar Items

Arrhythmia ECG Noise Reduction by Ensemble Empirical Mode Decomposition
by: Kang-Ming Chang
Published: (2010-06-01)

On the Use of Ensemble Empirical Mode Decomposition for the Identification of Bridge Frequency from the Responses Measured in a Passing Vehicle
by: Licheng Zhu, et al.
Published: (2019-06-01)

An Accurate QRS Complex and P Wave Detection in ECG Signals Using Complete Ensemble Empirical Mode Decomposition with Adaptive Noise Approach
by: Md Billal Hossain, et al.
Published: (2019-01-01)

An improved genetic algorithm for optimizing ensemble empirical mode decomposition method
by: Dabin Zhang, et al.
Published: (2019-11-01)

Estimating Heart Rate and Respiratory Rate from a Single Lead Electrocardiogram Using Ensemble Empirical Mode Decomposition and Spectral Data Fusion
by: Iau-Quen Chung, et al.
Published: (2021-02-01)

Use of Empirical Mode Decomposition in ERP Analysis to Classify Familial Risk and Diagnostic Outcomes for Autism Spectrum Disorder
by: Lina Abou-Abbas, et al.
Published: (2021-03-01)

Ensemble Empirical Mode Decomposition: Image Data Analysis with White-noise Reflection
by: M. Kopecký
Published: (2010-01-01)

Pressure fluctuation signal analysis of pump based on ensemble empirical mode decomposition method
by: Hong Pan, et al.
Published: (2014-04-01)

T-wave detection using the empirical mode decomposition
by: Ferenc Emil Mozes, et al.
Published: (2014-05-01)

Biometric systems based on ECG using ensemble empirical mode decomposition and Variational Mode decomposition
by: Hadiyoso Sugondo, et al.
Published: (2020-01-01)

Measurement and Analysis of Current Signals for Gearbox Fault Recognition of Wind Turbine
by: Lin Deng-Fa, et al.
Published: (2013-04-01)

Stock price predication based on KNN and its ensemble model
by: Zhang Weinan, et al.
Published: (2019-05-01)

Harmonic Detection Technology for Power Grids Based on Adaptive Ensemble Empirical Mode Decomposition
by: Jianming Shi, et al.
Published: (2021-01-01)

Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition
by: Yaguo Lei, et al.
Published: (2013-12-01)

A Novel Decomposition-Ensemble Learning Model Based on Ensemble Empirical Mode Decomposition and Recurrent Neural Network for Landslide Displacement Prediction
by: Xiaoxu Niu, et al.
Published: (2021-05-01)

Research on Power Quality Disturbance Detection Method Based on Improved Ensemble Empirical Mode Decomposition
by: He Wang, et al.
Published: (2020-03-01)

Analysis of the Nonlinear Trends and Non-Stationary Oscillations of Regional Precipitation in Xinjiang, Northwestern China, Using Ensemble Empirical Mode Decomposition
by: Bin Guo, et al.
Published: (2016-03-01)

ECG Authentication for Mobile Device
by: Arteaga Falconi, Juan Sebastian
Published: (2013)

Methods for Continuous Blood Pressure Estimation Using Temporal Convolutional Neural Networks and Ensemble Empirical Mode Decomposition
by: Peng, Y., et al.
Published: (2022)

Bearing Performance Degradation Assessment Based on Ensemble Empirical Mode Decomposition and Affinity Propagation Clustering
by: Fan Xu, et al.
Published: (2019-01-01)

Epileptic seizure classifications using empirical mode decomposition and its derivative
by: Ozlem Karabiber Cura, et al.
Published: (2020-02-01)

Predicting the Carbon Price Sequence in the Shenzhen Emissions Exchange Using a Multiscale Ensemble Forecasting Model Based on Ensemble Empirical Mode Decomposition
by: Jianguo Zhou, et al.
Published: (2018-07-01)

Fluorescence Intrinsic Characterization of Excitation-Emission Matrix Using Multi-Dimensional Ensemble Empirical Mode Decomposition
by: Tzu-Chien Hsiao, et al.
Published: (2013-11-01)

A competitive ensemble model for permeability prediction in heterogeneous oil and gas reservoirs
by: Ahmed A. Adeniran, et al.
Published: (2019-10-01)

On the Impact of the Data Acquisition Protocol on ECG Biometric Identification
by: Mariana S. Ramos, et al.
Published: (2021-07-01)

Fault Diagnosis Using Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Power-Based Intrinsic Mode Function Selection Algorithm
by: Hyungseob Han, et al.
Published: (2018-01-01)

Quantification of Feto-Maternal Heart Rate from Abdominal ECG Signal Using Empirical Mode Decomposition for Heart Rate Variability Analysis
by: Abdullah Bin Queyam, et al.
Published: (2017-10-01)

ECG Noise Cancellation Based on Grey Spectral Noise Estimation
by: Shing-Hong Liu, et al.
Published: (2019-02-01)

Partial Discharge Feature Extraction Based on Ensemble Empirical Mode Decomposition and Sample Entropy
by: Haikun Shang, et al.
Published: (2017-08-01)

An Improved Signal Processing Approach Based on Analysis Mode Decomposition and Empirical Mode Decomposition
by: Zhongzhe Chen, et al.
Published: (2019-08-01)

Stress Wave Signal Denoising Using Ensemble Empirical Mode Decomposition and an Instantaneous Half Period Model
by: Yi-Ming Fang, et al.
Published: (2011-08-01)

Outlier Detection of Water Quality Data Using Ensemble Empirical Mode Decomposition
by: Sangsu Park, et al.
Published: (2021-03-01)

Noncontact Measurement and Detection of Instantaneous Seismic Attributes Based on Complementary Ensemble Empirical Mode Decomposition
by: Yaping Huang, et al.
Published: (2017-10-01)

Noise Suppression Method of Microseismic Signal Based on Complementary Ensemble Empirical Mode Decomposition and Wavelet Packet Threshold
by: Ling-Qun Zuo, et al.
Published: (2019-01-01)

Coal-Gangue Interface Detection Based on Ensemble Empirical Mode Decomposition Energy Entropy
by: Wei Liu, et al.
Published: (2021-01-01)

Ensemble Empirical Mode Decomposition Parameters Optimization for Spectral Distance Measurement in Hyperspectral Remote Sensing Data
by: Hsuan Ren, et al.
Published: (2014-03-01)

Short-Term Electricity Price Forecasting by Employing Ensemble Empirical Mode Decomposition and Extreme Learning Machine
by: Sajjad Khan, et al.
Published: (2021-06-01)

Modeling River Ice Breakup Dates by k-Nearest Neighbor Ensemble
by: Wei Sun, et al.
Published: (2020-01-01)

The Quasi-Biennial Vertical Oscillations at Global GPS Stations: Identification by Ensemble Empirical Mode Decomposition
by: Yuanjin Pan, et al.
Published: (2015-10-01)

Soil Temperature Prediction Using Convolutional Neural Network Based on Ensemble Empirical Mode Decomposition
by: Huibowen Hao, et al.
Published: (2021-01-01)