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
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