Peculiarities of Wavelet Transform Application for EEG Signal Analysis During Vibration Influence

The paper deals with the reaction of the vehicle operator's organism to external vibration and the development of a monitoring system at the early stages of vibration effects. The choice of wavelet transform as the main method of signal processing is justified. The zones of organism reaction to external overloads are singled out, and the application of Gaussian mother wavelets for electroencephalogram analysis, except Morlet wavelet, at vibration impact on the vehicle operator is evaluated. Experimental work was carried out on the EGV 10–100 stand of the vibromechanics laboratory of IMASH RAS.

Authors

Institutions

Publication Details

Published
2025-03-26
DOI
https://doi.org/10.1109/dspa64310.2025.10977929
Primary Topic
Technology and Human Factors in Education and Health
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Peculiarities of Wavelet Transform Application for EEG Signal Analysis During Vibration Influence

A. N. Brysin, Alexandra V. Torchinskaya, Tatyana N. Matveeva, Daniel G. Kornilov et al.
Technology and Human Factors in Education and Health
article

Peculiarities of Wavelet Transform Application for EEG Signal Analysis During Vibration Influence

A. N. Brysin, Alexandra V. Torchinskaya, Tatyana N. Matveeva, Daniel G. Kornilov, Egor I. Spivak
article en

Abstract

The paper deals with the reaction of the vehicle operator's organism to external vibration and the development of a monitoring system at the early stages of vibration effects. The choice of wavelet transform as the main method of signal processing is justified. The zones of organism reaction to external overloads are singled out, and the application of Gaussian mother wavelets for electroencephalogram analysis, except Morlet wavelet, at vibration impact on the vehicle operator is evaluated. Experimental work was carried out on the EGV 10–100 stand of the vibromechanics laboratory of IMASH RAS.

National Research University Higher School of Economics (RU), MIREA - Russian Technological University (RU), Moscow Aviation Institute (RU)
Openalex Percentile: Top 86%
Technology and Human Factors in Education and Health
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.