Title :
Research on Application of Game Theory in the Information Fusion
Author_Institution :
Sch. of Bus., Central South Univ., Changsha, China
Abstract :
The information fusion under the circumstance of multi-source information conflict is the must be confronted problem for the application of information fusion theory. The paper combined game theory and information fusion theory and brought out a method to realize the situation assessment function of information fusion, which takes the game player, strategy and payoff as basic element, the core functions of situation assessment as general game fusion model, network nodes as the multi-source information, directed edge as strategy interaction, condition probability as the uncertainty of fusion, the Bayesian network as problem representation and solving method.
Keywords :
Bayes methods; game theory; sensor fusion; Bayesian network; condition probability; game theory; general game fusion model; information fusion theory; multisource information conflict; network nodes; strategy interaction; Algorithm design and analysis; Application software; Bayesian methods; Computer applications; Decision making; Game theory; Resource management; Sensor fusion; Sensor systems; Uncertainty; Bayesian network; game theory; multi-source information fusion; situation assessment;
Conference_Titel :
Computer Engineering and Applications (ICCEA), 2010 Second International Conference on
Conference_Location :
Bali Island
Print_ISBN :
978-1-4244-6079-3
Electronic_ISBN :
978-1-4244-6080-9
DOI :
10.1109/ICCEA.2010.166