Title :
Impact of mobility and topology on information diffusion in MANETs
Author :
Perrin, Dimitri ; Ohsaki, Hiroyuki
Author_Institution :
Centre for Sci. Comput. & Complex Syst. Modelling, Dublin City Univ., Dublin, Ireland
Abstract :
In some delay-tolerant communication systems such as vehicular ad-hoc networks, information flow can be represented as an infectious process, where each entity having already received the information will try to share it with its neighbours. The random walk and random waypoint models are popular analysis tools for these epidemic broadcasts, and represent two types of random mobility. In this paper, we introduce a simulation framework investigating the impact of a gradual increase of bias in path selection (i.e. reduction of randomness), when moving from the former to the latter. Randomness in path selection can significantly alter the system performances, in both regular and irregular network structures. The implications of these results for real systems are discussed in details.
Keywords :
delay tolerant networks; mobile ad hoc networks; mobility management (mobile radio); telecommunication network topology; MANET; delay-tolerant communication system; epidemic broadcast; infectious process; information diffusion; information flow representation; irregular network structure; path selection; random mobility representation; random walk model; random waypoint model; regular network structure; simulation framework investigation; vehicular ad-hoc network; Ad hoc networks; Analytical models; Computational modeling; Context; Network topology; Standards;
Conference_Titel :
Computers and Communications (ISCC), 2012 IEEE Symposium on
Conference_Location :
Cappadocia
Print_ISBN :
978-1-4673-2712-1
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2012.6249334