Title :
RoRo-LT: Social Routing with Next-Place Prediction from Self-Assessment of Spatiotemporal Routines
Author :
Turkes, Okan ; Scholten, Hans ; Havinga, Paul
Author_Institution :
Dept. of Comput. Eng., Univ. of Twente, Enschede, Netherlands
Abstract :
Current trend in store-carry-forward fashioned opportunistic networks is towards utilizing social ties in communities. However, keeping social knowledge/network information up-to-date is a non-trivial task due to ever-changing dynamics such as mobility and other human behavior. Therefore, social-based message forwarding proposals in which network information are initially provided to mobile nodes are subject to lose actuality within time. Motivated with this shortcoming, this study presents a social unicast routing scheme, called RoRo-LT, which is based on self-assessment of people´s daily routines. Without requiring any network information, RoRo-LT provides an up-to-date social awareness with long-term spatiotemporal observations. In RoRo-LT, nodes in contact estimate their own future trajectories and decide on forwarding according to their social similarities. In comparison to well-known forwarding schemes, RoRo-LT´s performance results indicate a high socio-spatial awareness as well as a reasonable effectiveness for opportunistic routing.
Keywords :
delay tolerant networks; mobility management (mobile radio); social networking (online); telecommunication network routing; telecommunication switching; RoRo-LT; mobile nodes; next-place prediction; opportunistic routing; social based message forwarding; social knowledge; social network information; social unicast routing scheme; socio-spatial awareness; spatiotemporal routine self-assessment; store-carry-forward fashioned opportunistic networks; Context; Estimation; History; Prediction algorithms; Routing; Spatiotemporal phenomena; Trajectory; context-awareness; delay-tolerant networks; next-place prediction; opportunistic routing; social networks;
Conference_Titel :
Ubiquitous Intelligence and Computing, 2013 IEEE 10th International Conference on and 10th International Conference on Autonomic and Trusted Computing (UIC/ATC)
Conference_Location :
Vietri sul Mere
Print_ISBN :
978-1-4799-2481-3
DOI :
10.1109/UIC-ATC.2013.96