Title :
On the Improvement of Vehicular Macroscopic Mobility Models
Author :
Silva, F.A. ; Silva, Thais R. M. B. ; Vicente, R. ; Ruiz, Linnyer B. ; Loureiro, Antonio A. F.
Author_Institution :
Comput. Sci. Dept., Fed. Univ. of Minas Gerais, Belo Horizonte, Brazil
Abstract :
Evaluating large scale vehicular networks solutions is a great challenge once real experiments are not feasible yet and there are no large scale testbeds available. Thus, the most used evaluation technique is simulation, which requires a realistic mobility model to provide accurate results. However, building large scale realistic vehicular mobility models is a hard task and many important characteristics have been neglected, like the origin-destination (O-D) macroscopic one. In this work it is proposed a trace-based O-D macroscopic model inferred by the adoption of statistical techniques in order to characterize a validated traffic model. This work contributes to the research community by providing a more realistic O-D macroscopic model, which can be considered a complement for many traffic generators available in literature.
Keywords :
mobility management (mobile radio); statistical analysis; telecommunication traffic; large scale vehicular networks; realistic origin-destination macroscopic mobility models; realistic vehicular mobility models; validated traffic model; vehicular macroscopic mobility models; Ad hoc networks; Analytical models; Cities and towns; Histograms; Mathematical model; Maximum likelihood estimation; Vehicles;
Conference_Titel :
Vehicular Technology Conference (VTC Fall), 2013 IEEE 78th
Conference_Location :
Las Vegas, NV
DOI :
10.1109/VTCFall.2013.6692314