Please use this identifier to cite or link to this item: https://rda.sliit.lk/handle/123456789/1811
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dc.contributor.authorJayakody, A-
dc.contributor.authorEdirisinghe, E. A. G. A-
dc.contributor.authorKarunanayaka, S. A. H. M-
dc.contributor.authorEkanayake, E. M. C. S-
dc.contributor.authorDikkumbura, H. K. T. M-
dc.contributor.authorBandara, L. A. I. M-
dc.date.accessioned2022-03-30T07:39:26Z-
dc.date.available2022-03-30T07:39:26Z-
dc.date.issued2021-04-06-
dc.identifier.isbn978-1-119-71108-7-
dc.identifier.urihttp://rda.sliit.lk/handle/123456789/1811-
dc.description.abstractDue to the highest usage of vehicles which occurs with developing economy and the improved city modernization level, traffic congestion and parking have become one of the main social problems. Despite the progress, there is still a need for an enhanced and distributed solution that can exploit data and provide an appropriate and real-time method on parking systems. This paper describes the design and implementation of a smart parking management system (SPMS) which can solve the previously mentioned parking problem. Huge traffic causes a considerable deal of damage, like the increment of accidents, the air pollution caused by a substantial amount of CO2 released by vehicles, and the unnecessary stress on drivers who must drive in often narrow and very busy roads and time wastage to find a free spot to park. Thus, to take care of the parking issue, present day advances have been made to furnish vehicle parks with smart devices that help street clients to identify the nearest available car park. In this paper, the development of the new fully automated parking system which is called iParking is presented. IParking is a design and a development of a smart parking system that will ensure the implementation of the outdoor parking system for the Smart City concept by using image processing (IP) and machine learning (ML). With connected to smart parking, a mobile app alerts the user about available spaces and guide user to the exact location with accuracy. IParking system aims to take the driver’s stress out while finding a parking space in city centers where all cars in the city are looking for parking slots in the same time.en_US
dc.language.isoenen_US
dc.publisherJohn Wiley & Sons, Inc.en_US
dc.relation.ispartofseriesCognitive Engineering for Next Generation Computing: A Practical Analytical Approach;Pages 141-166-
dc.subjectSmart parkingen_US
dc.subjectmachine learningen_US
dc.subjectinternet of thingsen_US
dc.subjectconvolutional neural networksen_US
dc.subjectartificial neural networksen_US
dc.subjectshort message servicesen_US
dc.titleiParking—Smart Way to Automate the Management of the Parking System for a Smart Cityen_US
dc.typeArticleen_US
dc.identifier.doihttps://doi.org/10.1002/9781119711308.ch5en_US
Appears in Collections:Chapters
Department of Computer Systems Engineering-Scopes
Research Papers - Dept of Computer Systems Engineering

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