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Title: Game theoretic models for multiple access and resource allocation in wireless networks
Authors: Akkarajitsakul, Khajonpong
Supervisor: Hossain, Ekram (Electrical and Computer Engineering)
Examining Committee: McLeod, Robert D.(Electrical and Computer Engineering), Yahampath, Pradeepa (Electrical and Computer Engineering), Eskicioglu, Rasit (Computer Science), and Hassanein, Hossam (School of Computing, Queen's University)
Graduation Date: October 2012
Keywords: multiple access
game theory
resource allocation
wireless networks
coalitional game
auction game
Issue Date: Jun-2009
Publisher: IEEE
Citation: K. Akkarajitsakul and E. Hossain, "An auction mechanism for channel access in vehicle-to-roadside communications," in Proc. 2nd International Workshop on Multiple Access Communications (MACOM'09) co-located with IEEE ICC'2009, Dresden, Germany, 14-18 June 2009.
K. Akkarajitsakul, E. Hossain, D. Niyato, and D. I. Kim, "Game theoretic approaches for multiple access in wireless networks: A survey," IEEE Communications Surveys and Tutorials, vol. 13, no. 3, Third Quarter, 2011.
K. Akkarajitsakul, E. Hossain, and D. Niyato, "Distributed resource allocation in wireless networks under uncertainty and application of Bayesian game," IEEE Communications Magazine, Special Issue on "Game Theory in Wireless Networks", vol. 49, no. 8, pp. 120-127, August 2011.
K. Akkarajitsakul, E. Hossain, and D. Niyato, "Coalition-based cooperative packet delivery under uncertainty: A dynamic Bayesian coalitional game," IEEE Transactions on Mobile Computing, IEEE computer Society Digital Library, Digital Object Identifier: 10.1109/TMC.2011.251, Date of Publication: 22 November 2011.
K. Akkarajitsakul, E. Hossain, and D. Niyato, "Cooperative packet delivery in hybrid wireless mobile networks: A coalitional game approach," IEEE Transactions on Mobile Computing, IEEE computer Society Digital Library, Digital Object Identifier: 10.1109/TMC.2012.46, Date of Pubication: 13 February 2012.
Abstract: We first present a non-cooperative auction game to solve the bandwidth allocation problem for non-cooperative channel access in a wireless network. The Nash equilibrium is obtained as a solution of the game. To address this problem of bandwidth sharing under unknown information, we further develop a Bayesian auction game model and then Bayesian Nash equilibrium is then obtained. Next, we present a framework based on coalitional game for cooperative channel access for carry-and-forward-based data delivery. Each mobile node helps others to carry and then forward their data. A coalitional game is proposed to find a stable coalition structure for this cooperative data delivery. We next present static and dynamic coalitional games for carry-and-forward-based data delivery when the behavior of each mobile node is unknown by others. In the dynamic game, each mobile node can update its beliefs about other mobile nodes’ types when the static coalitional game is played repeatedly.
Appears in Collection(s):FGS - Electronic Theses & Dissertations (Public)

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