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城市路网交通流的空间互相关性
引用本文:赵婷婷,张毅,周彧,冯树民.城市路网交通流的空间互相关性[J].清华大学学报(自然科学版),2011(3):313-317.
作者姓名:赵婷婷  张毅  周彧  冯树民
作者单位:清华大学自动化系;哈尔滨工业大学交通科学与工程学院;
基金项目:国家“九七三”重点基础研究发展计划项目(2006CB705506); 国家自然科学基金资助项目(60774034,60721003,60834001); 国家“十一五”科技支撑计划(2006BAJ18B02)
摘    要:该文研究了路段流量序列间互相关系数与其空间距离的关系.通过对城市路网各路段交通流量序列进行互相关分析,研究了网络交通负荷、交通流日变化趋势及流量采样周期对该关系的影响.结果表明:间距相同的若干路段对的互相关系数各不相同;在统计意义下,路段间平均互相关系数随路段空间距离增大而减小;随着交通网络负荷的增加网络交通流渐趋拥堵...

关 键 词:互相关分析  交通流量  交通负荷  日趋势  采样周期

Spatial cross correlations of traffic flows on urban road networks
ZHAO Tingting,ZHANG Yi,ZHOU Yu,FENG Shumin.Spatial cross correlations of traffic flows on urban road networks[J].Journal of Tsinghua University(Science and Technology),2011(3):313-317.
Authors:ZHAO Tingting  ZHANG Yi  ZHOU Yu  FENG Shumin
Institution:ZHAO Tingting1,ZHANG Yi1,ZHOU Yu1,FENG Shumin2(1.Department of Automation,Tsinghua University,Beijing 100084,China,2.School of Transportation Science and Engineering,Harbin Institute of Technology,Harbin 150090,China)
Abstract:This work investigates the relationship between the traffic flow series' cross correlation coefficient(CCC) and the spatial distance of the road network sections.A cross correlation analysis(CCA) is used to analyze the traffic flow time series in each section within the traffic network to study the influences of traffic load,daily flow trends and sampling period on the CCA of the traffic flow series.These studies show that the CCC of section pairs with the same distance differ from each other.However,the me...
Keywords:cross correlation analysis  traffic flow  traffic load  daily trend  sampling period  
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