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基于道路特征的海量GPS监控数据压缩方法 被引量:6

Mass GPS Tracking Data Compression Method Based on Road Features
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摘要 结合车辆的运动轨迹只能被限制于道路网络上的事实约束,提出了一种基于道路特征的车辆监控数据存储管理方法,存储车辆在道路网特征点处的信息,通过将原始数据中存储的二维地理坐标转换为存储一维的沿道路网的线性参照坐标实现了监控数据和道路网的结合,可极大地节省GPS车辆跟踪数据的存储空间,有利于对车辆数据的进一步分析利用和交通信息的提取。 A storage and management method for GPS tracking data based on road features is proposed,considering that the car trajectories are road network constrained.The storage space is significantly reduced when only the information of road feature points is recoded and the 2-D geographic coordinates are transformed to linear referencing tags.With the advantage of less data redundancy,the road network associated tracking data can better support the further analysis and traffic information abstraction.
出处 《武汉大学学报(信息科学版)》 EI CSCD 北大核心 2008年第4期337-340,352,共5页 Geomatics and Information Science of Wuhan University
基金 国家自然科学基金资助项目(40721001)
关键词 数据压缩 GPS监控数据 数据采样 道路特征 data compression GPS tracking data data sampling road features
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参考文献9

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