Title :
Markov Chain-Based Routing Algorithm in Delay-Tolerant Networks
Author :
Pan, Chenji ; Gui, Jiaping ; Yan, Jiaju ; Wu, Yue
Author_Institution :
Sch. of Inf. Security Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
Delay-tolerant networking (DTN) is a type of wireless network architecture that works to determine an approach to address the technical issues in rugged environments, in which routing paths are unstable, and continuous network connectivity may not be available. This paper proposes MCR, a routing algorithm based on the Markov chain and uses the node´s past interactions with others to determine the potential routing. The process consists of a finite number of states with the order 1 or 2 and O(n) space complexity instead of O(n2) for Maxprop. The experimental results show that MCR outperforms Maxprop and Prophet, especially in resource-limited scenarios.
Keywords :
Markov processes; delay tolerant networks; radio networks; telecommunication network routing; Markov chain based routing algorithm; Maxprop; Prophet; continuous network connectivity; delay tolerant networks; routing paths; space complexity; wireless network architecture; Markov processes; Mathematical model; Mobile computing; Peer to peer computing; Prediction algorithms; Protocols; Routing; DTN; Markov chain;
Conference_Titel :
Applications and the Internet (SAINT), 2012 IEEE/IPSJ 12th International Symposium on
Conference_Location :
Izmir
Print_ISBN :
978-1-4673-2001-6
Electronic_ISBN :
978-0-7695-4737-4
DOI :
10.1109/SAINT.2012.30