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Pedestrian level of service for sidewalks in Tangier City

Benhadou, MarwaneEl Gonnouni, AminaLyhyaoui, Abdelouahid
International Journal of Electrical and Computer Engineering (IJECE) (Sinta 1)Vol. 0 No. 01 Februari 2024
DOI10.11591/ijece.v14i1.pp1048-1057

Abstrak

The pedestrian level of service (PLOS) is a measure that quantifies walkway comfort levels. PLOS defined into six categories (A, B, C, D, E, and F) each level defines the range of values, for example, a good level (best traffic condition) is defined with the letter A until reaching the worst level, F (high congestion). This article aims to define the PLOS on sidewalks considering walking conditions in Tangier City (Morocco). Sidewalks are analyzed using video recording in the urban center of Tangier City. The collected data are pedestrian flow and effective sidewalk width. Each level contains a range of values that corresponds to the pedestrian flow that defines the level of service. Clustering techniques are used to identify the threshold of each level using a self-organizing map (SOM). The results are different from those obtained with other methods because pedestrian traffic differs from country to country.

Kata Kunci

machine learninginformaticstraffic engineeringArtificial neural networkMoroccoPedestrian level of servicePedestrian walkingSelf-organizing mapUnsupervised learning

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Pedestrian level of service for sidewalks in Tangier City | International Journal of Electrical and Computer Engineering (IJECE) | Publiora