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master's thesis
Detekcija objekata u WiFi polju pomoću strojnog učenja
Zagreb: University of Zagreb, Faculty of Science, 2024. urn:nbn:hr:217:426620
Nikolić, Nikola
University of Zagreb
Faculty of Science
Department of Physics

Institutional repository: Repository of the Faculty of Science

Cite this document

Nikolić, N. (2024). Detekcija objekata u WiFi polju pomoću strojnog učenja (Master's thesis). Zagreb: University of Zagreb, Faculty of Science. Retrieved from https://urn.nsk.hr/urn:nbn:hr:217:426620

Nikolić, Nikola. "Detekcija objekata u WiFi polju pomoću strojnog učenja." Master's thesis, University of Zagreb, Faculty of Science, 2024. https://urn.nsk.hr/urn:nbn:hr:217:426620

Nikolić, Nikola. "Detekcija objekata u WiFi polju pomoću strojnog učenja." Master's thesis, University of Zagreb, Faculty of Science, 2024. https://urn.nsk.hr/urn:nbn:hr:217:426620

Nikolić, N. (2024). 'Detekcija objekata u WiFi polju pomoću strojnog učenja', Master's thesis, University of Zagreb, Faculty of Science, accessed 23 November 2024, https://urn.nsk.hr/urn:nbn:hr:217:426620

Nikolić N. Detekcija objekata u WiFi polju pomoću strojnog učenja [Master's thesis]. Zagreb: University of Zagreb, Faculty of Science; 2024 [cited 2024 November 23] Available at: https://urn.nsk.hr/urn:nbn:hr:217:426620

N. Nikolić, "Detekcija objekata u WiFi polju pomoću strojnog učenja", Master's thesis, University of Zagreb, Faculty of Science, Zagreb, 2024. Available at: https://urn.nsk.hr/urn:nbn:hr:217:426620

Metadata
TitleDetekcija objekata u WiFi polju pomoću strojnog učenja
Title (english)Detection of objects in WiFi fields with Machine Learning
AuthorNikola Nikolić
MentorHrvoje Buljan (mentor)
Committee memberHrvoje Buljan (predsjednik povjerenstva)
Committee memberDavor Horvatić (član povjerenstva)
Committee memberŽeljko Skoko (član povjerenstva)
Committee memberMatko Milin (član povjerenstva)
Committee memberKatarina Jeličić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Science
(Department of Physics)
Zagreb
Defense date and country2024-02-29, Croatia
Scientific / art field,
discipline and subdiscipline		NATURAL SCIENCES
Physics
Abstract
U radu se istražuje mogućnost i preciznost detekcije ljudi u Wi-Fi elektromagnetskom polju s izvorom unutar prostorije u kojoj su postavljeni detektori. Detektori mjere snagu signala u vremenu te podatke prikupljene od detektora algoritmi strojnog učenja koriste za učenje i predviđanje broja ljudi u prostoriji.
Abstract (english)
This paper investigates the possibility and accuracy of detecting people in an electromagnetic field with a Wi-Fi source placed inside a room equiped with detectors. The detectors are measuring the power present in a received signal over time. The data gathered from the detectors is used by machine learning algorithms for model training and predicting the number of people occupying the room.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:217:426620
Study programmeTitle: The Integrated University Undergraduate and Graduate Programme in Physics and Computer Science Education; specializations in: Physics and informatics
Course: Physics and informatics
Study programme type: university
Study level: integrated undergraduate and graduate
Academic / professional title: sveučilišni magistar edukacije fizike i informatike (sveučilišni magistar edukacije fizike i informatike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2024-04-05 12:43:13