Please use this identifier to cite or link to this item:
Full metadata record
DC FieldValueLanguage
dc.contributor.authorTan, Fiora Bei Lunen_US
dc.identifier.citationTan, F. B. L. (2022). A web system for map-matching trajectories on road networks. Final Year Project (FYP), Nanyang Technological University, Singapore.
dc.description.abstractIt is expected that by 2050, more than 2.5 billion people will reside in cities. With the proliferation of location sensing devices, the generation of large urban mobility data such as Global Positioning System (GPS) data points has exploded. This big data embeds rich knowledge about traffic flow and control, route planning, fare calculation for ride-hailing applications and so on. However, the GPS data recorded are often noisy and do not match the road. There is a need to match these noisy GPS data points to edges in an existing street network to have an accurate depiction of the travel route that was taken by a vehicle. This process is known as map-matching. Map-matching the GPS data points allows them to provide more value and insights for further analysis. This project aims to design a web system that utilises map-matching algorithms to model and predict these dynamics based on the GPS data collected from different domains in the urban space. More specifically, users can utilize the web system to compare recorded geographic coordinates to a logical representation of the real world using different map-matching algorithms.en_US
dc.publisherNanyang Technological Universityen_US
dc.subjectEngineering::Computer science and engineering::Software::Software engineeringen_US
dc.titleA web system for map-matching trajectories on road networksen_US
dc.typeFinal Year Project (FYP)en_US
dc.contributor.supervisorLong Chengen_US
dc.contributor.schoolSchool of Computer Science and Engineeringen_US
dc.description.degreeBachelor of Engineering (Computer Science)en_US
item.fulltextWith Fulltext-
Appears in Collections:SCSE Student Reports (FYP/IA/PA/PI)
Files in This Item:
File Description SizeFormat 
Fiora Tan Bei Lun - Final Year Project Report (Amended).pdf
  Restricted Access
51.97 MBAdobe PDFView/Open

Page view(s)

Updated on Jun 13, 2024

Download(s) 50

Updated on Jun 13, 2024

Google ScholarTM


Items in DR-NTU are protected by copyright, with all rights reserved, unless otherwise indicated.