Title :
A cooperative game theoretic solution for lifetime maximization of WSNs in sequential estimation
Author :
Jayaweera, Sudharman K. ; Hakim, Kamrul
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of New Mexico, Albuquerque, NM, USA
Abstract :
In this paper, the problem of sequential estimation and lifetime maximization of a wireless sensor network (WSN) is formulated in a cooperative game theoretic framework. This framework allows addressing problems of fair resource allocation for sequential estimation at the Fusion center (FC) of a wireless sensor network as a solution of a cooperative game. We propose a simple game theoretic solution to power allocation problem for sensor nodes such that the obtained solution leads to increased lifetime of the WSN. Simulation results show that the proposed solution achieves target estimation quality at the FC, and at the same time lifetime of the overall sensor network is increased.
Keywords :
game theory; resource allocation; sequential estimation; wireless sensor networks; Fusion center; WSN; cooperative game theoretic solution; lifetime maximization; resource allocation; sequential estimation; wireless sensor network; Batteries; Collaboration; Estimation; Game theory; Games; Resource management; Wireless sensor networks; Cooperative game theory; Shapley function; collaborative information processing; network lifetime; resource allocation; sequential estimation; wireless sensor network;
Conference_Titel :
Information and Automation for Sustainability (ICIAFs), 2010 5th International Conference on
Conference_Location :
Colombo
Print_ISBN :
978-1-4244-8549-9
DOI :
10.1109/ICIAFS.2010.5715665