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首页> 外文期刊>Intelligent Transportation Systems Magazine, IEEE >A Kind of Novel ITS Based on Space-Air-Ground Big-Data
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A Kind of Novel ITS Based on Space-Air-Ground Big-Data

机译：一种基于空地大数据的新型智能交通系统

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Abstract-Based on the big-data collected from Space-Air-Ground, i.e. Space means satellite, Air means helicopter, the key technologies of novel ITS (Intelligent Transportation System) are investigated, including data acquisition sensor, dynamic data transmission, massive data storage, multi-source data fusion, massive data mining and analysis, etc. On this basis, the cloud computing platform of novel ITS is designed, including Space-Air-Ground bigdata acquisition & transmission subsystem, cloud computing platform, intelligent transportation application & service subsystem. With the help of the data visualization, data prediction, and decision making, the complete traffic big-data set including people (passenger, driver), vehicle, and road traffic environment, can create their core addedvalues. The applications of novel ITS include: providing transportation data services for traffic enterprise and business users, such as customized mining, and specific industry analysis; providing accurate transportation information services for the citizen; providing business model for all levels of users, such as data visualization and customized services.
机译：摘要：基于从空空地面收集的大数据，即空间手段卫星，空中手段直升机，研究了新型ITS（智能交通系统）的关键技术，包括数据采集传感器，动态数据传输，海量数据存储，多源数据融合，海量数据挖掘和分析等。在此基础上，设计了新型ITS的云计算平台，包括空空地面大数据采集与传输子系统，云计算平台，智能交通应用，服务子系统。借助数据可视化，数据预测和决策制定，包括人员（乘客，驾驶员），车辆和道路交通环境在内的完整交通大数据集可以创建其核心附加值。新型ITS的应用包括：为交通企业和商业用户提供交通数据服务，例如定制挖掘和特定行业分析；为市民提供准确的交通信息服务；为所有级别的用户提供业务模型，例如数据可视化和定制服务。

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