A novel complexity-based mode feature representation for feature extraction of ship-radiated noise using VMD and slope entropy

Y Li, B Tang, Y Yi - Applied Acoustics, 2022 - Elsevier
To extract more distinguishing features of ships, slope entropy (SloE) is introduced into
underwater acoustic signal processing as a new feature to analyze ship-radiated noise …

Simplified coded dispersion entropy: A nonlinear metric for signal analysis

Y Li, B Geng, B Tang - Nonlinear Dynamics, 2023 - Springer
Recently, coded permutation entropy has been proposed, which enhances the noise
immunity by quadratic partitioning on the basis of permutation entropy. However, coded …

Dispersion entropy-based Lempel-Ziv complexity: A new metric for signal analysis

Y Li, B Geng, S Jiao - Chaos, Solitons & Fractals, 2022 - Elsevier
Lempel-Ziv complexity (LZC) is one of the most important metrics for detecting dynamic
changes in non-linear signals, but due to its dependence on binary conversion, LZC tends to …

Bearing fault feature extraction method based on GA‐VMD and center frequency

Y Li, B Tang, X Jiang, Y Yi - Mathematical Problems in …, 2022 - Wiley Online Library
To promote the effect of variational mode decomposition (VMD) and further enhance the
recognition performances of bearing fault signals, genetic algorithm (GA) is applied to …

Fractional order fuzzy dispersion entropy and its application in bearing fault diagnosis

Y Li, B Tang, B Geng, S Jiao - fractal and fractional, 2022 - mdpi.com
Fuzzy dispersion entropy (FuzzDE) is a very recently proposed non-linear dynamical
indicator, which combines the advantages of both dispersion entropy (DE) and fuzzy entropy …

A two-level adaptive chirp mode decomposition and tangent entropy in estimation of single-valued neutrosophic cross-entropy for detecting impeller defects in …

G Vashishtha, S Chauhan, N Yadav, A Kumar… - Applied acoustics, 2022 - Elsevier
A novel approach for identifying the impeller defects in the centrifugal pump has been
demonstrated by extracting the single-valued neutrosophic cross-entropy (SVNCE) of …

Refined composite multiscale fluctuation-based dispersion Lempel–Ziv complexity for signal analysis

Y Li, S Jiao, B Geng - ISA transactions, 2023 - Elsevier
Abstract Dispersion Lempel–Ziv complexity (DLZC) and multiscale DLZC (MDLZC) are very
recently introduced complexity indicators to quantify the dynamic change of time series in …

Dual feature extraction system for ship-radiated noise and its application extension

H Yang, X Yang, G Li - Ocean Engineering, 2023 - Elsevier
The complexity of maritime noise and the time-variability of hydroacoustic channels make it
more and more difficult to extract feature from ship-radiated noise effectively. To accurately …

A framework combining acoustic features extraction method and random forest algorithm for gas pipeline leak detection and classification

F Ning, Z Cheng, D Meng, J Wei - Applied acoustics, 2021 - Elsevier
Monitoring the operation status of the gas pipeline is of great significance to ensure the safe
and stable operation of the pipeline. A new framework combining the acoustic features …

Research on feature extraction method of ship radiated noise with K-nearest neighbor mutual information variational mode decomposition, neural network estimation …

G Li, F Liu, H Yang - Measurement, 2022 - Elsevier
Complicated and changeable ocean environment causes the particularity of ocean
background noise. Therefore, feature extraction of ship radiated noise is an urgent problem …