Application and validation of the LWR-IM traffic model in class II urban arterial

This paper presents investigation on the applicability and validity of the Lighthill-Witham-Richards-Integrated Model (LWR-IM) traffic model in modelling and simulating platoon progression and performance indices of traffics in urban arterials. For this purpose, the LWR-IM is applied to a class II u...

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Published in:Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS
Main Author: Ng K.M.; Rahiman M.H.F.; Reaz M.B.I.; Ali M.A.M.
Format: Conference paper
Language:English
Published: IEEE Computer Society 2016
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016928158&doi=10.1109%2fICSESS.2016.7883092&partnerID=40&md5=6c196413e2035bc45c7ba65216f0904f
id 2-s2.0-85016928158
spelling 2-s2.0-85016928158
Ng K.M.; Rahiman M.H.F.; Reaz M.B.I.; Ali M.A.M.
Application and validation of the LWR-IM traffic model in class II urban arterial
2016
Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS
0

10.1109/ICSESS.2016.7883092
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016928158&doi=10.1109%2fICSESS.2016.7883092&partnerID=40&md5=6c196413e2035bc45c7ba65216f0904f
This paper presents investigation on the applicability and validity of the Lighthill-Witham-Richards-Integrated Model (LWR-IM) traffic model in modelling and simulating platoon progression and performance indices of traffics in urban arterials. For this purpose, the LWR-IM is applied to a class II urban arterial in the city of Klang, Malaysia. Real traffic demands are fed into the model to simulate the queuing conditions along the arterial. Simulated queues are compared with real queues observed using the two-sampled t-Test and the mean absolute error (MAE). The comparison reveals low MAEs and insignificant differences of simulated queues with real queues where the p-values produced concluded that the null hypothesis cannot be rejected. Thus, this further proved the applicability and the validity of the LWR-IM. © 2016 IEEE.
IEEE Computer Society
23270586
English
Conference paper

author Ng K.M.; Rahiman M.H.F.; Reaz M.B.I.; Ali M.A.M.
spellingShingle Ng K.M.; Rahiman M.H.F.; Reaz M.B.I.; Ali M.A.M.
Application and validation of the LWR-IM traffic model in class II urban arterial
author_facet Ng K.M.; Rahiman M.H.F.; Reaz M.B.I.; Ali M.A.M.
author_sort Ng K.M.; Rahiman M.H.F.; Reaz M.B.I.; Ali M.A.M.
title Application and validation of the LWR-IM traffic model in class II urban arterial
title_short Application and validation of the LWR-IM traffic model in class II urban arterial
title_full Application and validation of the LWR-IM traffic model in class II urban arterial
title_fullStr Application and validation of the LWR-IM traffic model in class II urban arterial
title_full_unstemmed Application and validation of the LWR-IM traffic model in class II urban arterial
title_sort Application and validation of the LWR-IM traffic model in class II urban arterial
publishDate 2016
container_title Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS
container_volume 0
container_issue
doi_str_mv 10.1109/ICSESS.2016.7883092
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016928158&doi=10.1109%2fICSESS.2016.7883092&partnerID=40&md5=6c196413e2035bc45c7ba65216f0904f
description This paper presents investigation on the applicability and validity of the Lighthill-Witham-Richards-Integrated Model (LWR-IM) traffic model in modelling and simulating platoon progression and performance indices of traffics in urban arterials. For this purpose, the LWR-IM is applied to a class II urban arterial in the city of Klang, Malaysia. Real traffic demands are fed into the model to simulate the queuing conditions along the arterial. Simulated queues are compared with real queues observed using the two-sampled t-Test and the mean absolute error (MAE). The comparison reveals low MAEs and insignificant differences of simulated queues with real queues where the p-values produced concluded that the null hypothesis cannot be rejected. Thus, this further proved the applicability and the validity of the LWR-IM. © 2016 IEEE.
publisher IEEE Computer Society
issn 23270586
language English
format Conference paper
accesstype
record_format scopus
collection Scopus
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