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A Space Dynamic Discovery Scheme for Crowd Flow of Urban City

Authors :
Zhaojun Wang
Jiang Hao
Wen Du
Zeng Yuanyuan
Yi Zhang
Xiaoyue Zhao
Source :
Lecture Notes in Computer Science ISBN: 9783030341381, SmartCom
Publication Year :
2019
Publisher :
Springer International Publishing, 2019.

Abstract

Crowd flow analysis is a important part of urban computing, which is playing an vital role in urban plan and management. This paper addresses the challenges in current population flow analysis. We propose a user space dynamic discovery method based on graph signal model. Taking the base station as a spatial node, the spatial dependence relationship between the nodes is modeled as a spatial network map. The spectral wavelet operator is applied to the spatial map signal to generate wavelet coefficients on different wavelet scales. The simulation results, show that our scheme can be used for valuable information such as the origin, spread and span of population mobility.

Details

ISBN :
978-3-030-34138-1
ISBNs :
9783030341381
Database :
OpenAIRE
Journal :
Lecture Notes in Computer Science ISBN: 9783030341381, SmartCom
Accession number :
edsair.doi...........cabe1188cd1a9a74130c441586d82d85
Full Text :
https://doi.org/10.1007/978-3-030-34139-8_17