Joint Empirical Mode Decomposition and Singular Spectrum Analysis Based Pre-processing Method for Wearable Non-invasive Blood Glucose Estimation

2019 IEEE 4th International Conference on Signal and Image Processing (ICSIP) ◽

10.1109/siprocess.2019.8868879 ◽

2019 ◽

Author(s):

Xueling Zhou ◽

Ruisheng Lei ◽

Bingo Wing-Kuen Ling ◽

Caijun Li

Keyword(s):

Blood Glucose ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Processing Method ◽

Non Invasive ◽

Singular Spectrum ◽

Mode Decomposition ◽

Glucose Estimation

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Selection of singular spectrum analysis components via empirical mode decomposition for extracting information for noninvasive blood glucose estimation system

2016 IEEE 14th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin.2016.7819319 ◽

2016 ◽

Author(s):

Pei-Ru Lin ◽

Weixi Li ◽

Tuhong Zheng ◽

Wing-Kuen Ling ◽

Chi-Kong Li

Keyword(s):

Blood Glucose ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Mode Decomposition ◽

Estimation System ◽

Glucose Estimation ◽

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A comparative study of singular spectrum analysis and empirical mode decomposition for ultrasonic NDE

2016 IEEE International Ultrasonics Symposium (IUS) ◽

10.1109/ultsym.2016.7728568 ◽

2016 ◽

Author(s):

Yufeng Lu ◽

Jafar Saniie

Keyword(s):

Comparative Study ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Mode Decomposition ◽

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De-Hankelization of singular spectrum analysis matrices via an optimization approach for blood glucose estimation

2016 IEEE International Conference on Consumer Electronics-China (ICCE-China) ◽

10.1109/icce-china.2016.7849759 ◽

2016 ◽

Author(s):

Ziyin Huang ◽

Jialiang Gu ◽

Wing-Kuen Ling

Keyword(s):

Blood Glucose ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Optimization Approach ◽

Singular Spectrum ◽

Glucose Estimation

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Estimation of the foetal heart rate baseline based on singular spectrum analysis and empirical mode decomposition

Future Generation Computer Systems ◽

10.1016/j.future.2020.05.008 ◽

2020 ◽

Vol 112 ◽

pp. 126-135 ◽

Author(s):

Yu Lu ◽

Xi Zhang ◽

Liwen Jing ◽

Xiaoqing Li ◽

Xianghua Fu

Keyword(s):

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Foetal Heart Rate ◽

Foetal Heart ◽

Singular Spectrum ◽

Mode Decomposition

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Comparative study on three new hybrid models using Elman Neural Network and Empirical Mode Decomposition based technologies improved by Singular Spectrum Analysis for hour-ahead wind speed forecasting

Energy Conversion and Management ◽

10.1016/j.enconman.2017.05.008 ◽

2017 ◽

Vol 147 ◽

pp. 75-85 ◽

Author(s):

Chuanjin Yu ◽

Yongle Li ◽

Mingjin Zhang

Keyword(s):

Neural Network ◽

Comparative Study ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Elman Neural Network ◽

Wind Speed Forecasting ◽

Singular Spectrum ◽

Mode Decomposition

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Cloud Task Prediction Model Based on Singular Spectrum Analysis, Empirical Mode Decomposition and Temporal Convolutional Network

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-70665-4_11 ◽

2021 ◽

pp. 89-97

Author(s):

Tao Lin ◽

Zhangxiao Hao ◽

Dongmei Su

Keyword(s):

Prediction Model ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Convolutional Network ◽

Model Based ◽

Singular Spectrum ◽

Mode Decomposition

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Sleeping stage classification based on joint quaternion valued singular spectrum analysis and ensemble empirical mode decomposition

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103086 ◽

2022 ◽

Vol 71 ◽

pp. 103086

Author(s):

Zuo Huang ◽

Bingo Wing-Kuen Ling

Keyword(s):

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Ensemble Empirical Mode Decomposition ◽

Singular Spectrum ◽

Mode Decomposition ◽

Stage Classification

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Detection of weak signals based on empirical mode decomposition and singular spectrum analysis

IET Signal Processing ◽

10.1049/iet-spr.2011.0215 ◽

2013 ◽

Vol 7 (4) ◽

pp. 269-276 ◽

Author(s):

Ma Rui ◽

Chen Yushu ◽

Sun Huagang

Keyword(s):

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Weak Signals ◽

Singular Spectrum ◽

Mode Decomposition ◽

Detection Of Weak Signals

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Process Monitoring and Fault Detection using Empirical Mode Decomposition and Singular Spectrum Analysis

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2019.09.190 ◽

2019 ◽

Vol 52 (14) ◽

pp. 219-224

Author(s):

S. Krishnannair ◽

C. Aldrich

Keyword(s):

Fault Detection ◽

Empirical Mode Decomposition ◽

Process Monitoring ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Singular Spectrum ◽

Mode Decomposition

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Wearable Non-invasive Blood Glucose Estimation via Empirical Mode Decomposition Based Hierarchical Multiresolution Analysis and Random Forest

2018 IEEE 23rd International Conference on Digital Signal Processing (DSP) ◽

10.1109/icdsp.2018.8631545 ◽

2018 ◽

Author(s):

Zheng Li ◽

Qiuliang Ye ◽

Yitong Guo ◽

Zikang Tian ◽

Bingo Wing-Kuen Ling ◽

...

Keyword(s):

Blood Glucose ◽

Random Forest ◽

Empirical Mode Decomposition ◽

Multiresolution Analysis ◽

Non Invasive ◽

Mode Decomposition ◽

Glucose Estimation

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