DocumentCode :
1794264
Title :
Adaptive fuzzy logic traffic light management system
Author :
Adam, I. ; Wahab, Abdul ; Yaakop, Muhyi ; Salam, A. Abdul ; Zaharudin, Z.
Author_Institution :
Univ. Kuala Lumpur British Malaysian Inst., Kuala Lumpur, Malaysia
fYear :
2014
fDate :
27-29 Aug. 2014
Firstpage :
340
Lastpage :
343
Abstract :
The inefficiency in the traffic light timing contributes to road rage and air pollution. In fact it causes high level of stress to people. It is totally dependent upon the number of vehicles arrival at the intersections. In general, the number of vehicles arrival at the intersection is not consistent. For that reason, the fixed traffic light timing scheme is not efficient. The inefficiency of the system is intensified by the rapid increases of vehicles on road that is inconsistent with reassessment of road infrastructures. In some extends cases, traffic officer require to be presented at the intersection to manage the traffic. In this paper, the flexibility on generating of the traffic light switching scheme to adapt the inconsistency in number of vehicles arrival is addressed by the fuzzy logic controller. The experimental design developed for the fixed time and adaptive traffic light system and the results are as presented. Results show that the adaptive traffic light based on fuzzy logic controller has outperformed fixed timing traffic light.
Keywords :
adaptive systems; fuzzy control; road traffic control; road vehicles; adaptive fuzzy logic system; adaptive traffic light system; fuzzy logic controller; inconsistency adaptation; road infrastructure reassessment; road vehicles; traffic light management system; traffic light switching scheme; vehicle arrival; Adaptation models; Adaptive systems; Fuzzy logic; Junctions; Mathematical model; Real-time systems; Timing; Flexibility; Fuzzy logic; Traffic light;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering Technology and Technopreneuship (ICE2T), 2014 4th International Conference on
Conference_Location :
Kuala Lumpur
Type :
conf
DOI :
10.1109/ICE2T.2014.7006274
Filename :
7006274
Link To Document :
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