The invention discloses a high-speed rail cross-city trip and commuting behavior identification monitoring method based on mobile phone signaling, which comprises the following steps: firstly, cleaning mobile phone signaling data, and then segmenting the screened mobile phone signaling data of base stations along a high-speed rail into high-speed rail trip railway section trip chains; actual high-speed rail passenger mobile phone signaling data are screened out according to the average speed of each section of high-speed rail trip chain, and mobile phone signaling high-speed rail passenger identification results are adjusted and expanded by means of the mobile phone signaling data through passenger traffic volume direction proportion analysis; the cross-city section trip rule and the cross-city trip frequency are obtained according to the cross-city flow, the cross-city commuting type of the high-speed rail is judged, and the passenger flow and distribution characteristics of various commuting passengers are obtained after analysis, so that the cross-city trip and commuting behaviors of the high-speed rail are dynamically identified in real time from massive mobile phone signaling data. The method can promote the integration of a comprehensive traffic system and land space planning, and can serve the integrated development of urban traffic planning and regional traffic.
本发明公开了一种基于手机信令的高铁跨城出行及通勤行为识别监测方法,首先,对手机信令数据进行清洗,然后将筛选出的高铁沿线基站的手机信令数据切分为高铁出行铁路段出行链;根据每段高铁出行链的平均速度筛选出实际高铁乘客手机信令数据,利用手机信令数据经过客运量方向比例分析对手机信令高铁乘客识别结果进行调整和扩样,通过高铁乘客出行方向,根据跨城流量得到跨城断面出行规律和跨城出行频次判断高铁跨城通勤类型,分析后得到各类通勤乘客客流及分布特征,从而实现从海量手机信令数据中实时动态识别高铁跨城出行及通勤行为。本发明方法可以推动综合交通体系与国土空间规划的融合,可以服务于城市交通规划和区域交通一体化发展。
High-speed rail cross-city travel and commuting behavior identification monitoring method based on mobile phone signaling
一种基于手机信令的高铁跨城出行及通勤行为识别监测方法
26.11.2024
Patent
Elektronische Ressource
Chinesisch
IPC: | G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS |
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