Title :
Impact of Mobility Models on Social Structure Formation in Opportunistic Networks
Author :
Lenando, Halikul ; Jambli, Mohamad Nazim ; Zen, Kartinah ; Abdullah, Johari
Author_Institution :
Fac. Comput. Sci. & Inf. Technol., Univ. Malaysia Sarawak, Kota Samarahan, Malaysia
Abstract :
In mobile opportunistic networks, the network topology is unpredictable and very dynamic due to the existence of the mobile nodes in the network. The nodes´ mobility affect the nodes´ interaction frequency. Hence, it also affecting the social structure formation between nodes. In this paper, we study the impact of different mobility models namely Random Walk, Random Waypoint, Gauss Markov and D-GM on the social structure formation in opportunistic networks. The study shows that different mobility models have different impact on the social structures formation. Based on our experimental results, the Gauss Markov model provides better social structure compared to others because it creates more opportunities for a node to interact with different nodes.
Keywords :
Markov processes; mobility management (mobile radio); social networking (online); telecommunication network topology; D-GM model; Gauss Markov model; Random Walk model; Random Waypoint model; mobile node; mobile opportunistic network; mobility model; network topology; social structure formation; Markov processes; Mobile computing; Mobile nodes; Routing protocols; Social network services; Social Networks ;Mobility Model ; Opportunistic networks;
Conference_Titel :
Trust, Security and Privacy in Computing and Communications (TrustCom), 2013 12th IEEE International Conference on
Conference_Location :
Melbourne, VIC
DOI :
10.1109/TrustCom.2013.270