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...
Published in: | Proceedings of the IEEE International Conference on Software Engineering and Service Sciences, ICSESS |
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IEEE Computer Society
2016
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Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016928158&doi=10.1109%2fICSESS.2016.7883092&partnerID=40&md5=6c196413e2035bc45c7ba65216f0904f |
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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 |
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0 |
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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 |
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record_format |
scopus |
collection |
Scopus |
_version_ |
1809678485337145344 |