TIIS (Çѱ¹ÀÎÅͳÝÁ¤º¸ÇÐȸ)
Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis |
¿µ¹®Á¦¸ñ(English Title) |
T-START: Time, Status and Region Aware Taxi Mobility Model for Metropolis |
ÀúÀÚ(Author) |
Haiquan Wang
Shuo Lei
Binglin Wu
Yilin Li
Bowen Du
|
¿ø¹®¼ö·Ïó(Citation) |
VOL 12 NO. 07 PP. 3018 ~ 3040 (2018. 07) |
Çѱ۳»¿ë (Korean Abstract) |
|
¿µ¹®³»¿ë (English Abstract) |
The mobility model is one of the most important factors that impacts the evaluation of any transportation vehicular networking protocols via simulations. However, to obtain a realistic mobility model in the dynamic urban environment is a very challenging task. Several studies extract mobility models from large-scale real data sets (mostly taxi GPS data) in recent years, but they do not consider the statuses of taxi, which is an important factor affected taxi¡¯s mobility. In this paper, we discover three simple observations related to the taxi statuses via mining of real taxi trajectories: (1) the behavior of taxi will be influenced by the statuses, (2) the macroscopic movement is related with different geographic features in corresponding status, and (3) the taxi load/drop events are varied with time period. Based on these three observations, a novel taxi mobility model (T-START) is proposed with respect to taxi statuses, geographic region and time period. The simulation results illustrate that proposed mobility model has a good approximation with reality in trajectory samples and distribution of nodes in four typical time periods.
|
Å°¿öµå(Keyword) |
Mobility model
taxi status
region transition probability
urban vehicular networks
|
ÆÄÀÏ÷ºÎ |
PDF ´Ù¿î·Îµå
|