DocumentCode :
226899
Title :
Two timescale dynamic node-selfishness management in wireless networks
Author :
Li Feng ; Jinglei Li ; Qinghai Yang ; Kyung Sup Kwak
Author_Institution :
Sch. of Telecommun. Eng., Xidian Univ., Xi´an, China
fYear :
2014
fDate :
24-26 Sept. 2014
Firstpage :
356
Lastpage :
360
Abstract :
In this paper, a two timescale dynamic node-selfishness management mechanism is proposed with respect to the node´s available resources as well as vicinal nodes´ actions, which have different time-varying characteristics. Based on this dynamic node-selfishness mechanism, we develop a dynamical flow allocation approach. During a long-timescale interval, which consists of several short time intervals, an strategy-learning process is exploited for node to decide whether to forward the received packets in exchange for money based on the evolutionary game theory (EGT). Moreover, the evolutionary steady state is obtained by nodes with same resource level in a node-group. At two adjacent long-timescale intervals, the Markov decision process (MDP) aided optimal flow allocation is determined in harmony with the resource dynamics of intermediate nodes. Our simulation results verify the theoretical analysis.
Keywords :
Markov processes; game theory; resource allocation; telecommunication network management; time-varying channels; wireless channels; EGT; MDP aided optimal flow allocation; Markov decision process aided optimal flow allocation; adjacent long-timescale intervals; dynamic node-selfishness mechanism; dynamical flow allocation approach; evolutionary game theory; evolutionary steady state; resource dynamics; strategy-learning process; time-varying characteristics; two timescale dynamic node-selfishness management mechanism; vicinal nodes actions; wireless networks; Dynamic scheduling; Games; Markov processes; Relays; Resource management; Silicon; Wireless networks; evolutionary game theory; markov decision process; node-selfishness; two timescale;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications and Information Technologies (ISCIT), 2014 14th International Symposium on
Conference_Location :
Incheon
Type :
conf
DOI :
10.1109/ISCIT.2014.7011931
Filename :
7011931
Link To Document :
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