TY - GEN
T1 - Designing temporally and spatially integrated social mobility models for wireless network researches
AU - Ding, Zhenwei
AU - Shinkuma, Ryoichi
AU - Takahashi, Tatsuro
PY - 2013
Y1 - 2013
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=84893467841&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84893467841&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84893467841
SN - 9784885522796
T3 - 15th Asia-Pacific Network Operations and Management Symposium: "Integrated Management of Network Virtualization", APNOMS 2013
BT - 15th Asia-Pacific Network Operations and Management Symposium
T2 - 15th Asia-Pacific Network Operations and Management Symposium: "Integrated Management of Network Virtualization", APNOMS 2013
Y2 - 25 September 2013 through 27 September 2013
ER -