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TRAFFIC FORECASTING SYSTEM, TRAFFIC FORECASTING METHOD AND TRAFFIC MODEL ESTABLISHING METHOD

机译:交通预测系统,交通预测方法和交通模型建立方法

摘要

A traffic forecasting system configured to forecast a travel time of a route is disclosed. The traffic forecasting system includes a model-training module, a model-selecting module and a forecasting module. The model-training module builds multiple candidate models. Each of the candidate models corresponds to one of a plurality of road section and one of a plurality of mathematical models. The model-selecting module selects an estimated model corresponding to the road section from the candidate models matching the road sections of the route. The forecasting module calculates estimated vehicle speeds of each road section according to the estimated models of each road section of the route. The model-selecting module selects one of the candidate models corresponding to the road section with the smallest error as the estimated model of the road section.
机译:公开了一种被配置为预测路线的行进时间的交通预测系统。交通预测系统包括模型训练模块,模型选择模块和预测模块。模型训练模块可构建多个候选模型。每个候选模型对应于多个路段之一和多个数学模型之一。模型选择模块从与路线的道路部分匹配的候选模型中选择与道路部分相对应的估计模型。预测模块根据路线的每个路段的估计模型计算每个路段的估计车速。模型选择模块选择误差最小的路段对应的候选模型之一作为路段的估计模型。

著录项

  • 公开/公告号US2017243121A1

    专利类型

  • 公开/公告日2017-08-24

    原文格式PDF

  • 申请/专利权人 INSTITUTE FOR INFORMATION INDUSTRY;

    申请/专利号US201615077989

  • 发明设计人 CHING-HAO LAI;

    申请日2016-03-23

  • 分类号G06N5/04;G06F17/11;G06N99;

  • 国家 US

  • 入库时间 2022-08-21 13:50:31

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