SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA
The increasing growth in urban population and vehicular volume coupled with inefficient traffic management results in traffic congestion on road networks. In this work, a smart/intelligent traffic signal control system was developed for two inter-dependent intersections in Akure, Nigeria. The syste...
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| Format: | Article |
| Language: | English |
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Alma Mater Publishing House "Vasile Alecsandri" University of Bacau
2022-10-01
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| Series: | Journal of Engineering Studies and Research |
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| Online Access: | https://jesr.ub.ro/index.php/1/article/view/343 |
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| _version_ | 1823858345203728384 |
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| author | AJIBESIN SAMSON PONNLE AKINLOLU OYEDEPO OLUGBENGA |
| author_facet | AJIBESIN SAMSON PONNLE AKINLOLU OYEDEPO OLUGBENGA |
| author_sort | AJIBESIN SAMSON |
| collection | DOAJ |
| description |
The increasing growth in urban population and vehicular volume coupled with inefficient traffic management results in traffic congestion on road networks. In this work, a smart/intelligent traffic signal control system was developed for two inter-dependent intersections in Akure, Nigeria. The system developed in this work uses deep learning and computer vision techniques to estimate the density of traffic and uses this information to adaptively switch traffic signals based on the traffic density estimated. Simulation results show that in 30 minutes of simulation, 32 signal cycles can be achieved and 967 vehicles can move at these two inter-dependent intersections
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| format | Article |
| id | doaj-art-761c0606566b4698b79a82a9d0923f74 |
| institution | Kabale University |
| issn | 2068-7559 2344-4932 |
| language | English |
| publishDate | 2022-10-01 |
| publisher | Alma Mater Publishing House "Vasile Alecsandri" University of Bacau |
| record_format | Article |
| series | Journal of Engineering Studies and Research |
| spelling | doaj-art-761c0606566b4698b79a82a9d0923f742025-02-11T11:39:37ZengAlma Mater Publishing House "Vasile Alecsandri" University of BacauJournal of Engineering Studies and Research2068-75592344-49322022-10-0128310.29081/jesr.v28i3.010SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIAAJIBESIN SAMSONPONNLE AKINLOLUOYEDEPO OLUGBENGA The increasing growth in urban population and vehicular volume coupled with inefficient traffic management results in traffic congestion on road networks. In this work, a smart/intelligent traffic signal control system was developed for two inter-dependent intersections in Akure, Nigeria. The system developed in this work uses deep learning and computer vision techniques to estimate the density of traffic and uses this information to adaptively switch traffic signals based on the traffic density estimated. Simulation results show that in 30 minutes of simulation, 32 signal cycles can be achieved and 967 vehicles can move at these two inter-dependent intersections https://jesr.ub.ro/index.php/1/article/view/343Traffic signal control, Intersection, Smart transport systems, Computer Vision, Vehicle Detection, You Only Look Once (YOLO) |
| spellingShingle | AJIBESIN SAMSON PONNLE AKINLOLU OYEDEPO OLUGBENGA SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA Journal of Engineering Studies and Research Traffic signal control, Intersection, Smart transport systems, Computer Vision, Vehicle Detection, You Only Look Once (YOLO) |
| title | SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA |
| title_full | SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA |
| title_fullStr | SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA |
| title_full_unstemmed | SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA |
| title_short | SMART TRAFFIC SIGNAL CONTROL SYSTEM FOR TWO INTER-DEPENDENT INTERSECTIONS IN AKURE, NIGERIA |
| title_sort | smart traffic signal control system for two inter dependent intersections in akure nigeria |
| topic | Traffic signal control, Intersection, Smart transport systems, Computer Vision, Vehicle Detection, You Only Look Once (YOLO) |
| url | https://jesr.ub.ro/index.php/1/article/view/343 |
| work_keys_str_mv | AT ajibesinsamson smarttrafficsignalcontrolsystemfortwointerdependentintersectionsinakurenigeria AT ponnleakinlolu smarttrafficsignalcontrolsystemfortwointerdependentintersectionsinakurenigeria AT oyedepoolugbenga smarttrafficsignalcontrolsystemfortwointerdependentintersectionsinakurenigeria |