Impact feature recognition method for non-stationary signals based on variational modal decomposition noise reduction and support vector machine optimized by whale optimization algorithm-Reference-Cited by-同舟云学术

Impact feature recognition method for non-stationary signals based on variational modal decomposition noise reduction and support vector machine optimized by whale optimization algorithm

Published:2021-12-01 Issue:12 Volume:92 Page:125102
ISSN:0034-6748
Container-title:Review of Scientific Instruments
language:en
Short-container-title:Review of Scientific Instruments

Author:

Xu Fujing¹^ORCID,Hu Linghua²,Jia Tingwei¹,Du Shaocheng¹

Affiliation:

1. School of Automation and Software Engineering, Shanxi University, Taiyuan 030013, China

2. School of Mathematical Sciences, Shanxi University, Taiyuan 030006, China

Funder

National Natural Science Foundation of China

Scientific and Technological Innovation Programs of Higher Education Institutions in Shanxi

Publisher

AIP Publishing

Subject

Instrumentation

Link

https://aip.scitation.org/doi/pdf/10.1063/5.0065197

Reference25 articles.

1. Cycle-octave and related transforms in seismic signal analysis

2. A microcontroller based machine vision approach for tomato grading and sorting using SVM classifier

3. A Comparative Analysis of Performance of Several Wavelet Based ECG Data Compression Methodologies

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Performance degradation assessment of rolling bearing under vibration signal monitoring based on optimized variational mode decomposition and improved fuzzy support vector data description;Journal of Applied Physics;2024-06-12

2. Recent advances of whale optimization algorithm, its versions and applications;Handbook of Whale Optimization Algorithm;2024

3. Research on fault diagnosis of rolling bearing based on multi-sensor bi-layer information fusion under small samples;Review of Scientific Instruments;2023-11-01

4. High accuracy key feature extraction approach for the non-stationary signals measurement based on NGO-VMD noise reduction and CNN-LSTM;Measurement Science and Technology;2023-10-24

5. Application of Self-Adaptive Medical Ultrasonic Imaging Algorithm-Based Obturator Nerve Block in Transurethral Resection of Bladder Tumor;Journal of Biomedical Nanotechnology;2023-02-01