Implementation of vehicle routing service

The vehicle population in Singapore has been increasing over the past 10 years since 2006 [1] in defiance of various government measures [2] [3] to curb the growth of vehicle population and ensures that the road is not over congested. Thus, it is essential to explore new ways to improve the traffic...

Full description

Saved in:
Bibliographic Details
Main Author: Lee, Samuel Yuru
Other Authors: Dusit Niyato
Format: Final Year Project
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/70370
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-70370
record_format dspace
spelling sg-ntu-dr.10356-703702023-03-03T20:52:13Z Implementation of vehicle routing service Lee, Samuel Yuru Dusit Niyato School of Computer Science and Engineering Nanyang Technopreneurship Centre BMW@NTU Future Mobility Research Lab DRNTU::Engineering::Computer science and engineering The vehicle population in Singapore has been increasing over the past 10 years since 2006 [1] in defiance of various government measures [2] [3] to curb the growth of vehicle population and ensures that the road is not over congested. Thus, it is essential to explore new ways to improve the traffic routing efficacy. One of the ways to improve traffic efficacy is by improving the routing algorithms used by in-car GPS navigator. Currently, many in-car GPS navigator routes O-D by shortest distance. However, static routing does not consider the relation between a direct but congested road and travelling time. This project will explore the degree of traffic efficacy can be improved by dynamic routing. In dynamic routing, navigator will consider the most recent travel time from the start of each edge to its end dynamically. The methodology of this project will use SUMO, an open source Traffic Simulator to simulate a typical busy traffic in Singapore during the peak hours. It is concluded that 2 factors can improve traffic efficacy significantly: • Less frequent Routing • Only small amount of the vehicles may dynamically reroute However, no relation has established over Allocation Strategy and the routing results in this project. Bachelor of Engineering (Computer Science) 2017-04-21T02:22:17Z 2017-04-21T02:22:17Z 2017 Final Year Project (FYP) http://hdl.handle.net/10356/70370 en Nanyang Technological University 63 p. application/pdf text/plain
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering
spellingShingle DRNTU::Engineering::Computer science and engineering
Lee, Samuel Yuru
Implementation of vehicle routing service
description The vehicle population in Singapore has been increasing over the past 10 years since 2006 [1] in defiance of various government measures [2] [3] to curb the growth of vehicle population and ensures that the road is not over congested. Thus, it is essential to explore new ways to improve the traffic routing efficacy. One of the ways to improve traffic efficacy is by improving the routing algorithms used by in-car GPS navigator. Currently, many in-car GPS navigator routes O-D by shortest distance. However, static routing does not consider the relation between a direct but congested road and travelling time. This project will explore the degree of traffic efficacy can be improved by dynamic routing. In dynamic routing, navigator will consider the most recent travel time from the start of each edge to its end dynamically. The methodology of this project will use SUMO, an open source Traffic Simulator to simulate a typical busy traffic in Singapore during the peak hours. It is concluded that 2 factors can improve traffic efficacy significantly: • Less frequent Routing • Only small amount of the vehicles may dynamically reroute However, no relation has established over Allocation Strategy and the routing results in this project.
author2 Dusit Niyato
author_facet Dusit Niyato
Lee, Samuel Yuru
format Final Year Project
author Lee, Samuel Yuru
author_sort Lee, Samuel Yuru
title Implementation of vehicle routing service
title_short Implementation of vehicle routing service
title_full Implementation of vehicle routing service
title_fullStr Implementation of vehicle routing service
title_full_unstemmed Implementation of vehicle routing service
title_sort implementation of vehicle routing service
publishDate 2017
url http://hdl.handle.net/10356/70370
_version_ 1759852971062984704