DocumentCode :
232190
Title :
Markov Decision Process Based Wireless Multicast Opportunistic Routing
Author :
Ma Dianbo ; Tan Xiaobin ; Zhou Zijian ; Yu Shanjin
Author_Institution :
Dept. of Autom., Univ. of Sci. & Technol. of China, Hefei, China
fYear :
2014
fDate :
28-30 July 2014
Firstpage :
5509
Lastpage :
5514
Abstract :
There are more and more pervasive applications of Wireless Multicast Network, such as the video conference, the voice transmission and the software updates etc. The traditional wireless multicast routing method is to construct a multicast tree, which may ignore many available links. This paper presents Markov Decision Process Based Multicast Opportunistic Routing Model. Whether each node of the whole network has received a packet stands for different states of a Markov chains. That is to say that Markov state transition is a routing process. This paper provides a new approach for the study of wireless multicast networks routing. In the reward function of the model, the consumption of Request and ACK among the nodes is abundantly considered. In accordance with each state of the network, the network chooses the optimal forwarding nodes which make the reward function of the model maximum. The experiment and the simulation results proves MDP is most effective routing scheme, and meets with the network system´s requirement.
Keywords :
Markov processes; decision theory; multicast communication; radio networks; telecommunication network routing; ACK; MDP; Markov chain; Markov decision process; Markov state transition routing process; multicast tree construction; optimal forwarding node; video conference; voice transmission; wireless multicast opportunistic routing network; Markov processes; Network topology; Object oriented modeling; Protocols; Relays; Routing; Wireless communication; Markov Decision Process; Multicast; Opportunistic Routing; reward function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
Type :
conf
DOI :
10.1109/ChiCC.2014.6895881
Filename :
6895881
Link To Document :
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