Bus is the most popular means of mass transportation in the city. With the development of urbanization and motorization, the population of the city and region growing, people demand for public transportation corresponding rapid growth, traveler to transit much higher requirements are put forward. Bus arrival time is one of the important parameters of urban intelligent public transport system service. It is also one of the basic information that public transport travelers are most concerned about. In order to meet the needs of the bus travelers can query the bus arrival time in time, the paper introduces the design of real-time arrival time query system of city bus. On the basis of requirement analysis, the data model of the query system is established through conceptual structure and logical structure design. A prediction algorithm for arrival time is presented. The algorithm divides the route into the station section, on the base of the data collected in real time, and the running time of each section is obtained from the historical record. The predicted running time is confirmed by clustering analysis and discriminant analysis. Finally, the prediction of arrival time that users’ need is obtained by simple calculation. And the arrival time is displayed to the system user through the network.
Real-time bus arrival time query system based on prediction algorithm
Fourth International Conference on Advanced Manufacturing Technology and Electronic Information (AMTEI 2024) ; 2024 ; Chongqing, China
Proc. SPIE ; 13515 ; 135151I
20.01.2025
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
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