LabVIEW-based analysis of EEG signals in determination of sleep stages

Author

Guzel, Seda ; Kaya, Turgay ; Guler, Hasan

Author_Institution

Elektrik ve Elektron. Muhendisligi Bolumu, Firat Univ., Elazığ, Turkey

fYear

2015

fDate

16-19 May 2015

Firstpage

799

Lastpage

802

Abstract

The aim of this study is to create an interface for classification of sleep stages. Classification was made by examining of Electroencephalogram (EEG) that plays an important role in understanding and treatment of various diseases. The user interface was generated by means of Laboratory Virtual Instrument Engineering Workbench (LabVIEW) that has visual programming language. EEG signals in the time, frequency and time-frequency domain were analyzed by generated interface. Also EEG signals were studied by using MATLAB as well as LabVIEW. The control of interface was made by using signals that received from Firat University Hospital, signals which found in software and the generated signals by LabVIEW EEG simulator.

Keywords

electroencephalography; medical signal processing; virtual instrumentation; visual programming; EEG signals; LabVIEW EEG simulator; LabVIEW-based analysis; Laboratory Virtual Instrument Engineering Workbench; MATLAB; University Hospital; electroencephalogram; sleep stages; visual programming language; Conferences; Electroencephalography; Fatigue; Instruments; MATLAB; Sleep; User interfaces; EEG; LabVIEW; PSD; Sleep Stages;

fLanguage

English

Publisher

ieee

Conference_Titel

Signal Processing and Communications Applications Conference (SIU), 2015 23th

Conference_Location

Malatya

Type

conf

DOI

10.1109/SIU.2015.7129949

Filename

7129949