Electrogastrogram-based detection of cybersickness with the application of wavelet transformation and machine learning: : a case study

Tanasković, Ilija (author), Popović, Nenad B. (author), Sodnik, Jaka (author), Tomažič, Sašo (author), Miljković, Nadica (author)

• Language: English
• Keywords: cybersickness, discrete wavelet transform, electrogastrography (EGG), feature selection, machine learning, military training, power spectral density, virtual reality
• Work type: Article
• Typology: 1.01 - Original Scientific Article
• Organization: FE - Faculty of Electrical Engineering
• Publication status: Published
• Publication version: Version of Record
• Year: 2025
• Number of pages: Str. 79-114
• Numbering: Vol. 73, br. 1
• PID: 20.500.12556/RUL-167862
• UDC: 004.94
• ISSN on article: 2217-4753
• DOI: 10.5937/vojtehg73-51577
• COBISS.SI-ID: 228654595
• Publication date in RUL: 17.03.2025

Record is a part of a journal

• Title: Vojnotehnički glasnik
• Shortened title: Vojnoteh. glas.
• Publisher: Ministarstvo odbrane Republike Srbije
• ISSN: 2217-4753
• COBISS.SI-ID: 523456537

Licences

• License: CC BY 4.0, Creative Commons Attribution 4.0 International
• Link: http://creativecommons.org/licenses/by/4.0/
• Description: This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.

Secondary language

• Language: Spanish
• Title: Electrogastrograma-detección de la ciberenfermedad mediante la aplicación de la transformación wavelet y el aprendizaje automático
• Keywords: kibernetska slabost, diskretna valovna transformacija, elektrogastrografija (EGG), izbira parametrov, strojno učenje, vojaško usposabljanje, spektralna gostota moči, virtualna resničnost

Projects

• Funder: ARRS - Slovenian Research Agency
• Project number: P2-0246
• Name: ICT4QoL - Informacijsko komunikacijske tehnologije za kakovostno življenje

• Funder: Other - Other funder or multiple funders
• Funding programme: Ministry of Science, Technological Development, and Innovation of the Republic of Serbia
• Project number: 451-03-65/2024-03/ 200103
• Name: Institutional financing