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Energy Conversion and Management, ISSN 0196-8904, 01/2015, Volume 89, pp. 1 - 11
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 11/2012, Volume 33, pp. 197 - 211
In order to prevent possible damages to the spindle systems, reliable monitoring techniques are required to provide valuable information on the condition of... 
Condition monitoring | Acoustic emission | Hilbert–Huang transform | Spindle | Bearings | Wavelet packet decomposition | VIBRATION | FAULT-DIAGNOSIS | Hilbert-Huang transform | ENGINEERING, MECHANICAL | Acoustic emission testing | Analysis
Journal Article
Biomedical Signal Processing and Control, ISSN 1746-8094, 04/2018, Volume 42, pp. 115 - 128
•Analyzed the dynamic emotional responses of the participants to self-selected music using EEG measures.•Implementeda multi-resolution analysis algorithm using... 
Wavelet packet decomposition (WPD) | Electroencephalography (EEG) | Music | Emotions | RECOGNITION | ENGINEERING, BIOMEDICAL | PERFORMANCE | SIGNAL ANALYSIS | STATE | RESPONSES | RECOVERY | MEDICAL LABORATORY TECHNOLOGY | HEMISPHERIC-ASYMMETRY | EXPRESSION | BRAIN
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 2010, Volume 24, Issue 2, pp. 559 - 566
Bearing performance degradation assessment is crucial to realize condition-based maintenance. In this paper, a new method for it is proposed based on lifting... 
Lifting wavelet packet decomposition | Performance degradation assessment | Fuzzy c-means | DIAGNOSIS | SCHEME | VIBRATION | ROLLING ELEMENT BEARINGS | ALGORITHM | FAULT-DETECTION | TRANSFORM | MACHINE | ENGINEERING, MECHANICAL | Fuzzy logic | Wavelet | Decomposition | Fuzzy set theory | Fuzzy | Assessments | Performance degradation | Bearing | Hoisting
Journal Article
Journal of Wind Engineering & Industrial Aerodynamics, ISSN 0167-6105, 04/2018, Volume 175, pp. 136 - 143
Journal Article
Neural Processing Letters, ISSN 1370-4621, 04/2017, Volume 45, Issue 2, pp. 365 - 378
Classification of electroencephalogram (EEG) signals is an important task in the brain computer interface system. This paper presents two combination... 
Approximate entropy | Autoregressive model | Brain computer interface | Support vector machine | EEG signal | Wavelet packet decomposition | EPILEPTIC SEIZURE DETECTION | FEATURE-EXTRACTION | SAMPLE ENTROPY | EXTREME LEARNING-MACHINE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Analysis | Electroencephalography
Journal Article
Mechanical Systems and Signal Processing, ISSN 0888-3270, 03/2016, Volume 70-71, pp. 73 - 86
The concept of singular value decomposition packet (SVDP) is put forward, and the purpose of SVDP is to use singular value decomposition (SVD) to implement the... 
Feature extraction | Detail component signal | Approximation component signal | Weak fault feature | Singular value decomposition packet | Wavelet packet | DIAGNOSIS | WAVELET TRANSFORM | SUPPORT VECTOR MACHINE | MATRIX-BASED SVD | ENGINEERING, MECHANICAL | Wavelet | Faults | Signal processing | Distortion | Extraction | Decomposition | Singular value decomposition
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 2011, Volume 217, Issue 23, pp. 9508 - 9525
We present in this paper a wavelet packet based QRS complex detection algorithm. Our proposed algorithm consists of a particular combination of two vectors... 
Histogram | ECG signal | QRS complex | Wavelet packet transform | MATHEMATICS, APPLIED | ELECTROCARDIOGRAM | DESIGN | SIGNALS | TRANSFORM | NOISE | Electrocardiography | Algorithms | Arrhythmia | Electrocardiogram | Routines | Wavelet | Histograms | Databases | Mathematical analysis | Error detection | Mathematical models
Journal Article
Energy Conversion and Management, ISSN 0196-8904, 06/2018, Volume 166, pp. 120 - 131
•A novel model is proposed for the wind speed forecasting.•The wavelet packet decomposition is used to decompose the original data.•The CNN with 1D convolution... 
Deep learning | Wind speed prediction model | Wavelet packet decomposition | Convolutional neural network | Convolutional long short term memory network | ENERGY & FUELS | STRATEGY | ALGORITHM | FEATURE-SELECTION | MULTISTEP | MECHANICS | FORECASTING-MODEL | THERMODYNAMICS | SINGULAR SPECTRUM ANALYSIS | TRANSFORM | MACHINE | SECONDARY DECOMPOSITION | HYBRID
Journal Article
Neurocomputing, ISSN 0925-2312, 12/2017, Volume 270, pp. 75 - 81
In wireless sensor networks (WSNs), precise ranging or positioning using Ultra-Wideband (UWB) signal attracts a wide research interest. The advantages of... 
Eigenvectors | Back propagation artificial neural network | Energy detection | Ranging estimation | Wavelet packet decomposition | TOA ESTIMATION | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Electrical engineering | Wireless sensor networks | Sensors | Neural networks | Analysis | Methods | Electric power transmission
Journal Article