Game theoretic models for multiple access and resource allocation in wireless networks

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dc.contributor.authorAkkarajitsakul, Khajonpong
dc.contributor.examiningcommitteeMcLeod, 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)en_US
dc.contributor.supervisorHossain, Ekram (Electrical and Computer Engineering)en_US
dc.date.accessioned2012-09-20T20:18:14Z
dc.date.available2012-09-20T20:18:14Z
dc.date.issued2009-06en_US
dc.date.issued2011-07en_US
dc.date.issued2011-08en_US
dc.date.issued2011-11-26en_US
dc.date.issued2012-12-13en_US
dc.degree.disciplineElectrical and Computer Engineeringen_US
dc.degree.levelDoctor of Philosophy (Ph.D.)en_US
dc.description.abstractWe 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.en_US
dc.description.noteOctober 2012en_US
dc.identifier.citationK. 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.en_US
dc.identifier.citationK. 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.en_US
dc.identifier.citationK. 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.en_US
dc.identifier.citationK. 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.en_US
dc.identifier.citationK. 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.en_US
dc.identifier.urihttp://hdl.handle.net/1993/8900
dc.language.isoengen_US
dc.publisherIEEEen_US
dc.rightsopen accessen_US
dc.subjectmultiple accessen_US
dc.subjectgame theoryen_US
dc.subjectresource allocationen_US
dc.subjectwireless networksen_US
dc.subjectcoalitional gameen_US
dc.subjectauction gameen_US
dc.titleGame theoretic models for multiple access and resource allocation in wireless networksen_US
dc.typedoctoral thesisen_US
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