Real-time Stage 1 Sleep Detection and Warning System Using a Low-Cost EEG Headset

Van Hal, Bryan

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Grand Valley State University

Real-time Stage 1 Sleep Detection and Warning System Using a Low-Cost EEG Headset

dc:creator Van Hal, Bryan

thesis:degree_name Engineering (M.S.E.)

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Name thesis:degree_name: Engineering (M.S.E.)
Level thesis:degree_level: Thesis

Author and committee

dc:creator, dc:contributor.*

Author dc:creator: Van Hal, Bryan

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dc:subject × 8

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Repository record dc:identifier: https://scholarworks.gvsu.edu/theses/54
OAI record oai:identifier: https://scholarworks.gvsu.edu/do/oai/?verb=GetRecord&metadataPrefix=oai_etdms&identifier=oai%3Ascholarworks.gvsu.edu%3Atheses-1053

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Harvested from: Grand Valley State University
Base URL: scholarworks.gvsu.edu/do/oai/
Last updated: 2026-08-21
Source record: OAI-PMH GetRecord

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citation

Van Hal, Bryan. Real-time Stage 1 Sleep Detection and Warning System Using a Low-Cost EEG Headset. Thesis thesis, https://scholarworks.gvsu.edu/theses/54

Real-time Stage 1 Sleep Detection and Warning System Using a Low-Cost EEG Headset

Degree

Author and committee

Subjects

Identifiers

Chain of custody

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