Browsing by Author "Nirmani, A"

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    Google map and camera based fuzzified adaptive networked traffic light handling model
    (Information Technology Research Unit, Faculty of Information Technology, University of Moratuwa, Sri Lanka, 2018) Nirmani, A; Thilakarathne, L; Wickramasinghe, A; Senanayake, S; Haddela, PS; Wijesiriwardana, CP
    Rising traffic congestion has turned into a certain issue as the number of vehicles on roads are increasing. This research study was conducted to develop ‘Google Map and Camera Based Fuzzified Adaptive Networked Traffic Light Handling Model’. The main road with six major junctions was selected as the target route for the project. During this study, we were able to plan a limit and control traffic congestion utilizing two neural networks which process together to provide an efficient, productive and optimized solution based on real-time situations. Real-time video streams and Google Map traffic layer were used as primary input sources to the system. The Main algorithm was used to reduce traffic at a specific point whereas secondary algorithm was used to produce optimum decisions for the overall network. As a further advancement, REST endpoint was implemented to get the best route considering all the accessible data. With the aid of the previously mentioned techniques, an optimal traffic management model was developed.