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A Wireless Channel Resource Allocation Strategy Based On Grasping Money Game Withlearning Mechanism

Posted on:2015-04-24Degree:MasterType:Thesis
Country:ChinaCandidate:W F XiangFull Text:PDF
GTID:2298330431997801Subject:Detection Technology and Automation
Abstract/Summary:PDF Full Text Request
Channel resources is a scarce resource, its non-renewable resources. With the development of thesociety and the progress of the times, people have entered the information age. Wireless communicationtechnology is more and more developed, has deep into our life, and brings us a quick and convenientenjoyment. This information is need for the spread of the channel resources, which makes originallybecomes scarce spectrum channel resources more strained. How to allocate the limited wireless channelresources become the main problems of the development of today’s wireless communication. Game theorybased on the user’s understanding, prediction, can give users put forward the strategies of the rational use ofchannel, so it can be used to channel in the allocation of resources in the field of wireless communications.This paper presents an introduction of learning mechanism of grabbing money game model, used the modelto study the wireless channel resources configuration, and the different conditions are simulated andanalyzed.The main content of this article have the following points:(1) Describes the wireless channel research status and significance. With the actual details theresearch results in the field of wireless channel resources, focuses on game theory in wireless channelresource allocation.(2) Introduced the concept of wireless channel resources, next, introduces the characteristics of thewireless channel. Then we introduced the distribution methods of wireless channel resources.(3) Introducing the game theory, game theory is to analyze the interactive decision-making processof mathematical tool, is a branch of applied mathematics. Game theory is to give the game participantsjoined the certain restrictive conditions, rational decisions applying game theory in wireless channel in theallocation of resources is the basis of this study. The simulation results and analysis show that using themethod of game theory to carry on the channel resource allocation is the effective way to solve the problemof channel allocation.(4) Learning mechanism is to make the system can run normally and the expected function ofsupporting system, which is a kind of long-term mechanism. In this paper, on the wireless channel resourceallocation in the study, using the money to catch the game model and introduce learning mechanism. Andsimulation analysis adding certain restrictions and without restrictions in certain circumstances, throughsimulation analysis, we conclude that, when not adding certain restrictions, through the introduction oflearning mechanism, we can improve wireless channel utilization. However, users can not be guaranteedfairness. When added to certain restrictions, can not only improve the utilization of the channel, the usercan be assured of fairness.
Keywords/Search Tags:Grasping money game, Learning mechanism, Wireless channel, Channel configuration
PDF Full Text Request
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