Title :
Sailing over Data Mules in Delay-Tolerant Networks
Author :
Medjiah, Samir ; Taleb, Tarik ; Ahmed, Toufik
Author_Institution :
LaBRI, Univ. de Bordeaux, Talence, France
Abstract :
In this paper, we address the problem of efficient routing in delay tolerant networks. We propose a new routing protocol dubbed as ORION. In ORION, only a single copy of a data packet is kept in the network and transmitted, contact by contact, towards the destination. The aim of the ORION routing protocol is twofold: on one hand, it enhances the delivery ratio in networks where an end-to-end path does not necessarily exist, and on the other hand, it minimizes the routing delay and the network overhead to achieve better performances. With ORION, nodes are aware of their neighborhood by the mean of actual and statistical estimation of new contacts. ORION makes use of autoregressive moving average (ARMA) stochastic processes for best contact prediction and geographical coordinates for optimal greedy data packet forwarding. Simulation results have demonstrated that ORION outperforms other existing DTN routing protocols such as PRoPHET in terms of end-to-end delay, packet delivery ratio, hop count, first packet arrival and queues occupancy.
Keywords :
autoregressive moving average processes; delay tolerant networks; packet radio networks; queueing theory; routing protocols; stochastic processes; ARMA; ORION routing protocol; PRoPHET; autoregressive moving average; contact prediction; data mules; delay tolerant networks; end-to-end delay; first packet arrival; geographical coordinates; hop count; network overhead; optimal greedy data packet forwarding; packet delivery ratio; queues occupancy; routing delay; statistical estimation; stochastic process; Autoregressive processes; Equations; Mathematical model; Routing; Routing protocols; Time series analysis; ARMA process; DTN; geographic routing; mobile networks; predictive routing; time series analysis; trajectory-assisted routing;
Journal_Title :
Wireless Communications, IEEE Transactions on
DOI :
10.1109/TW.2013.123013.120398