A Mean Field Game Theoretic Approach for Security Enhancements in Mobile Ad-hoc Networks

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Creator: 

Wang, Yanwei

Date: 

2014

Abstract: 

In this thesis, we propose the mean field game theory for security in MANETs, which
can provide a powerful mathematical tool for problems with a large number of players. To the best of our knowledge, using mean field game theoretic approach for security in MANETs has not been considered in the existing works. The proposed scheme can enable an individual node in MANETs to make strategic security defence decisions without centralized administration. In addition, since security defence mechanisms consume precious system resources (e.g., energy), the proposed scheme considers not only the
security requirement of MANETs but also the system resources. Moreover, each node in the proposed scheme only needs to know its own state information and the aggregate effect of the other nodes in MANETs. Therefore, the proposed scheme is a fully distributed scheme. Simulation results are presented to illustrate the effectiveness of the proposed scheme.

Subject: 

Engineering - Electronics and Electrical

Language: 

English

Publisher: 

Carleton University

Thesis Degree Name: 

Master of Applied Science: 
M.App.Sc.

Thesis Degree Level: 

Master's

Thesis Degree Discipline: 

Engineering, Electrical and Computer

Parent Collection: 

Theses and Dissertations

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