Heterogeneous Traffic Condition Dataset Collection for Creating Road Capacity Value

نویسندگان

چکیده

Indonesia has the third highest number of motorcycles, which means traffic flow in is heterogeneous. Traffic can specify its condition, whether it a free or very heavy traffic. condition most important criterion used to find best route from an origin destination. This paper collects for several road segments are calculated based on degree saturation by using two methods, namely, (1) counting vehicles object detection public closed-circuit television (CCTV) stream, and (2) requesting information (vehicle’s speed) TomTom. Both methods deliver calculate each segment. Based experiments, average error rate obtained Pramuka–Cihapit Trunojoyo was 0–2 cars, 2–3 0–1 others. Meanwhile, Merdeka-Aceh Intersection reached 6 11 1 other vehicles. The speed calculation left side more accurate than right side, less 3.3 km/h. differences between actual vehicle speeds 11.088 22.222 high caused low resolution CCTV, some obstacles interfering with view (3) misdetection type vehicles, (4) moving too fast. collected dataset be further studies solve congestion problem, especially Indonesia.

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ژورنال

عنوان ژورنال: Big data and cognitive computing

سال: 2023

ISSN: ['2504-2289']

DOI: https://doi.org/10.3390/bdcc7010040