Title :
Evolutionary game based dynamics of trust decision in WSNs
Author :
Shigen Shen ; Changyuan Jiang ; Hua Jiang ; Lizheng Guo ; Qiying Cao
Author_Institution :
Coll. of Math., Phys. & Inf. Eng., Jiaxing Univ., Jiaxing, China
Abstract :
Trust decision made by sensor nodes and its dynamics constitute building blocks to secure and stabilize the whole Wireless Sensor Networks (WSNs). To disclose this evolutionary process, we study the dynamics of a sensor node making a trust decision that will determine whether to cooperate with others. A trust game for sensor nodes is created to reflect sensor nodes´ utilities during their trust decisions. With evolutionary game theory, we illustrate the replicator dynamics of trust evolving of sensor nodes. Under different parameter values we prove theorems in which evolutionarily stable strategies can be achieved. These theorems provide a theoretical foundation to design a trust management system in WSNs, and supply the conditions that will make sensor nodes select optimal strategies as their final stable states. Experiments have verified the results attained from the proposed theorems.
Keywords :
game theory; telecommunication network management; telecommunication security; wireless sensor networks; WSN; evolutionary game based dynamics; game theory; sensor nodes; trust decision; trust management system; wireless sensor networks; Biology; Communication system security; Games; Indexes; Symmetric matrices; Wireless communication; Wireless sensor networks; Evolutionarily stable strategy; Evolutionary game theory; Replicator dynamics; Trust decision; Wireless Sensor Networks;
Conference_Titel :
Sensor Network Security Technology and Privacy Communication System (SNS & PCS), 2013 International Conference on
Conference_Location :
Nangang
Print_ISBN :
978-1-4673-6452-2
DOI :
10.1109/SNS-PCS.2013.6553823