Primjena Interneta stvari u funkciji brojanja putnika u javnom gradskom prijevozu

undergraduate thesis

• Title (english): IoT applications in Public Transport Passenger Counting
• Author: Tin Hozjan
• Mentor: Ivan Grgurević (mentor)
• Committee member: Zvonko Kavran (predsjednik povjerenstva)
• Committee member: Marko Periša (član povjerenstva)
• Committee member: Dragan Peraković (član povjerenstva)
• Granter: University of Zagreb; Faculty of Transport and Traffic Sciences; (Division of Transport); (Department of Information and Communications Traffic); Zagreb
• Defense date and country: 2023-09-13, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Traffic and Transport Technology; Postal and Telecommunications Traffic

Abstract

Brojanje putnika u javnom gradskom prijevozu putnika predstavlja kompleksan izazov zbog mnogih čimbenika koji mogu utjecati na točnost podataka. Internet stvari (IoT) omogućuje veliki broj opcija u vidu brojanja putnika. Predstavljanjem mreža, mogućnosti IoTa i metoda obrada podataka može se dobiti uvid u potencijal primjene IoT-a u sustavu planiranja i organizacije javnog gradskog prijevoza. Analizom kako se podaci o broju putnika prikupljaju, obrađuju pa zatim i predstavljaju, dobije se uvid kako brojanje putnika funkcionira i koji čimbenici mogu utjecati na sam postupak. Uz brojanje putnika, IoT infrastruktura omogućuje korisne alate za putnike i vozače javnog gradskog prijevoza koji su također predstavljeni.

Abstract (english)

Counting passengers in public urban passenger transport is a complex challenge due to many factors that can affect the accuracy of the data. Internet of Things (IoT) enables a large number of options in the form of passenger counting. By presenting networks, IoT possibilities and data processing methods, one can get an insight into the potential of IoT application in the planning system of public urban transport. By analyzing processes of passenger counting, dana processing and data presentation, one can get an insight into how passenger counting works and what factors can influence the process itself. In addition to passenger counting, the IoT infrastructure enables useful tools for passengers and drivers of public urban transport that are also presented.

• Keywords: Internet stvari; javni gradski prijevoz; brojanje putnika; mreže; senzori; strojno učenje; duboko učenje
• Keywords (english): Internet of things; public urban transport; passenger counting; networks; sensors; machine learning; deep learning
• Language: croatian
• URN:NBN: urn:nbn:hr:119:624054
• Study programme: Title: Traffic and Transport; specializations in: Road Traffic and Transport, Railway Traffic and Transport, Water Traffic and Transport, Air Traffic and Transport, Postal Traffic, Information and Communication Traffic, Urban Traffic and Transport; Course: Road Traffic and Transport; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka prometa (sveučilišni/a prvostupnik/prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka prometa)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Open access
• Repository: Faculty of Transport and Traffic Sciences
• Created on: 2023-09-20 13:30:13