Urban Population Distribution Characteristics Analysis Method based on Mobile Phone Data

被引:0
|
作者
Wu Dongdong [1 ]
Shi Ruixuan [1 ]
Wang Jiachuan [1 ]
Wu Shuqing [2 ]
机构
[1] Beijing Transportat Informat Ctr, Beijing 100073, Peoples R China
[2] Beijing Tongtu Permanent Technol Co Ltd, Beijing 100161, Peoples R China
关键词
Mobile Phone; OD; Information Entropy; DBSCAN;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Traditional way of artificial survey statistics for urban population distribution is too time-consuming to adapt to the rapidly changing city traffic flow. In this paper, we propose a method to find out the workplace and residence, according to mobile phone location data and historical trajectory mining. This method is low cost with high accurate statistical results. It is verified by real data in Beijing.
引用
收藏
页码:57 / 64
页数:8
相关论文
共 50 条
  • [1] Urban Traffic Commuting Analysis Based on Mobile Phone Data
    Dong, Honghui
    Ding, Xiaoqing
    MingchaoWu
    Shi, Yan
    Jia, Limin
    Qin, Yong
    Chu, Lianyu
    [J]. 2014 IEEE 17TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION SYSTEMS (ITSC), 2014, : 611 - 616
  • [2] Spatial Distribution Characteristics of People with Small Activity Space in Urban based on Mobile Phone Signaling Data
    Zhang, Xuexia
    Wu, Sheng
    Zhao, Zhiyuan
    Wang, Pengzhou
    Chen, Zuoqi
    Fang, Zhixiang
    [J]. Journal of Geo-Information Science, 2021, 23 (08) : 1433 - 1445
  • [3] Georeferenced Analysis of Urban Nightlife and Noise Based on Mobile Phone Data
    Elvas, Luis B.
    Nunes, Miguel
    Ferreira, Joao C.
    Francisco, Bruno
    Afonso, Jose A.
    [J]. APPLIED SCIENCES-BASEL, 2024, 14 (01):
  • [4] Analysis of Spatial-Temporal Characteristics Based on Mobile Phone Data
    Yin, Hong-liang
    Zheng, Chang-jiang
    [J]. GREEN INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 419 : 989 - 998
  • [5] Dynamic Modeling of Urban Population Travel Behavior based on Data Fusion of Mobile Phone Positioning Data and FCD
    Hu, Jinxing
    Cao, Wenjing
    Luo, Jun
    Yu, Xiaomin
    [J]. 2009 17TH INTERNATIONAL CONFERENCE ON GEOINFORMATICS, VOLS 1 AND 2, 2009, : 207 - 211
  • [6] Identifying the Urban Transportation Corridor Based on Mobile Phone Data
    Wang, Yanwei
    Li, Zhiheng
    Li, Li
    Wang, Shuofeng
    Yu, Juntang
    Ke, Ruimin
    [J]. 2015 IEEE FIRST INTERNATIONAL SMART CITIES CONFERENCE (ISC2), 2015,
  • [7] Population distribution modelling at fine spatio-temporal scale based on mobile phone data
    Kubicek, Petr
    Konecny, Milan
    Stachon, Zdenek
    Shen, Jie
    Herman, Lukas
    Reznik, Tomas
    Stanek, Karel
    Stampach, Radim
    Leitgeb, Simon
    [J]. INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2019, 12 (11) : 1319 - 1340
  • [8] Revealing the Correlation between Population Density and the Spatial Distribution of Urban Public Service Facilities with Mobile Phone Data
    Shi, Yi
    Yang, Junyan
    Shen, Peiyu
    [J]. ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2020, 9 (01)
  • [9] An Influence Calculating Method based on Mobile Phone Data
    Shi, Yancui
    Chen, Yarui
    [J]. PROCEEDINGS OF THE 2015 4TH NATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING ( NCEECE 2015), 2016, 47 : 326 - 330
  • [10] Evaluation and Planning of Urban Green Space Distribution Based on Mobile Phone Data and Two-Step Floating Catchment Area Method
    Wu, Hao
    Liu, Lingbo
    Yu, Yang
    Peng, Zhenghong
    [J]. SUSTAINABILITY, 2018, 10 (01)