Designing temporally and spatially integrated social mobility models for wireless network researches

Zhenwei Ding, Ryoichi Shinkuma, Tatsuro Takahashi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

Modeling the mobility of mobile devices has always been a key issue for researchers as mobility needs to be taken into consideration in a variety of research situations in wireless networks. For many years, researchers have been striving to come up with more accurate mobility models which produce results similar to real mobility data. Although recent focuses on social relationship have improved the performance of mobility models, they still neglect or underestimate the influence of spatial and temporal factors which might greatly affect the movement of people. In this paper, we propose a novel way of modeling human movement on the basis of social, spatial and temporal factors by adopting a unique model structure and by introducing new mobility features such as roads. Simulation demonstrated that these measures produce results similar to real mobility data.

Original languageEnglish
Title of host publication15th Asia-Pacific Network Operations and Management Symposium
Subtitle of host publication"Integrated Management of Network Virtualization", APNOMS 2013
Publication statusPublished - 2013
Externally publishedYes
Event15th Asia-Pacific Network Operations and Management Symposium: "Integrated Management of Network Virtualization", APNOMS 2013 - Hiroshima, Japan
Duration: 2013 Sep 252013 Sep 27

Publication series

Name15th Asia-Pacific Network Operations and Management Symposium: "Integrated Management of Network Virtualization", APNOMS 2013

Conference

Conference15th Asia-Pacific Network Operations and Management Symposium: "Integrated Management of Network Virtualization", APNOMS 2013
Country/TerritoryJapan
CityHiroshima
Period13/9/2513/9/27

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Management Science and Operations Research

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