Title :
Social mobility models realism versus real traces
Author :
Costantini, Hervé ; Boumerdassi, Selma
Author_Institution :
CNAM, CEDRIC, Paris, France
Abstract :
Mobile models aim to mimic human motion. Real traces aim at the same target. However, the latters are specific. They relate to a country or a region or smaller geographical places. Also, they cover at most few months of duration. In cons, Mobility models approach is more general in space and time for taking advantage of Social Theory. Mobile models are used in mobile networks routing protocols for testing purpose. To enhance random and pseudo-random mobility models, user social behavior has been introduced. Global results have already been published which demonstrates the realism of such models versus random and pseudo-random ones. In this paper, more in depth results which demonstrate with surprising deviations how far are random and pseudo-random mobility models from realistic motions, are given. By the way, we assess that taking into account social behaviors borrowed from Social Theory are more general and timeless, i.e. to our sense more realistic than real traces analysis.
Keywords :
mobile radio; motion estimation; routing protocols; social sciences; geographical places; human motion; mobile networks routing protocols; pseudorandom mobility models; real traces analysis; social behavior; social mobility models realism; social theory; testing purpose; Data models; Humans; Mobile communication; Mobile computing; Routing protocols; Throughput; Ant Colony Systems; Manhattan; Mobility Models; Opnet Modeler; Real Traces; Social Networks;
Conference_Titel :
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-0436-8
DOI :
10.1109/WCNC.2012.6214085