prikaz prve stranice dokumenta Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima
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master's thesis
Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. urn:nbn:hr:168:401980
Cvitanović, Jelena
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Cvitanović, J. (2014). Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima (Master's thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:401980

Cvitanović, Jelena. "Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. https://urn.nsk.hr/urn:nbn:hr:168:401980

Cvitanović, Jelena. "Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima." Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2014. https://urn.nsk.hr/urn:nbn:hr:168:401980

Cvitanović, J. (2014). 'Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima', Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 26 August 2024, https://urn.nsk.hr/urn:nbn:hr:168:401980

Cvitanović J. Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima [Master's thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2014 [cited 2024 August 26] Available at: https://urn.nsk.hr/urn:nbn:hr:168:401980

J. Cvitanović, "Razvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima", Master's thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2014. Available at: https://urn.nsk.hr/urn:nbn:hr:168:401980

Metadata
TitleRazvoj nove biometrijske metode za identifikaciju zasnovane na biološkim signalima
Title (english)Development of a new biometric method based on biological signals
AuthorJelena Cvitanović
MentorRatko Magjarević (mentor)
Committee memberRatko Magjarević (predsjednik povjerenstva)
Committee memberVedran Bilas (član povjerenstva)
Committee memberDarko Vasić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2014-07-09, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U radu je istražena mogućnost ljudske identifikacije pomoću signala EKG-a i signala hoda. Korišteni su biološki signali snimljeni pomoću senzora mreže OZIMS. Prikupljeni su biološki signali za 18 zdravih osoba. EKG je snimljen pomoću pametne majice GOW za vrijeme mirovanja osoba. Stil hoda analiziran je na signalima ubrzanja s akcelerometra tijekom hoda. Izdvojene su vremenske i frekvencijske značajke bioloških signala. Korištenjem klasifikatora temeljenog na umjetnoj neuronskoj mreži dobivena je točnost identifikacije od 96.4 % za segmente EKG-a te od 64.9 % za signale ubrzanja.
Abstract (english)
Thesis investigates the possibility of human identification using ECG signal and gait recognition. Biological signals were recorded using OZIMS sensor network. Collected data of 18 healthy subjects was analyzed. ECG was recorded with GOW smart T-shirt. Gait recognition was applied to signals recorded with accelerometer during walking. Features from both time and frequency domain of biological signals were extracted. Using a classifier based on artificial neural network (ANN) classification accuracy of 96% was obtained for ECG segment identification and accuracy of 64.9 % was obtained for the acceleration signal segment identification.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:401980
Study programmeTitle: Computing
Study programme type: university
Study level: graduate
Academic / professional title: magistar/magistra inženjer/inženjerka računarstva (magistar/magistra inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2018-02-06 08:14:46