A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks
Multi-hop wireless network are promising techniques in the field of wireless communication. The dynamic topology of the network and the independent selfish participants of the network make it difficult to be modeled by traditional tools. Game theory is one of the most powerful tools for such problem...
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ndltd-WATERLOO-oai-uwspace.uwaterloo.ca-10012-30142013-01-08T18:50:13ZJiang, Miao2007-05-15T17:52:44Z2007-05-15T17:52:44Z2007-05-15T17:52:44Z2007-05-14http://hdl.handle.net/10012/3014Multi-hop wireless network are promising techniques in the field of wireless communication. The dynamic topology of the network and the independent selfish participants of the network make it difficult to be modeled by traditional tools. Game theory is one of the most powerful tools for such problems. However, most current works have certain limitations. There has not been widely accepted solution for the problem yet. In this thesis we propose our solutions for the problem of bandwidth sharing in wireless networks. We assume the nodes are rational, selfish but not malicious independent agents in the game. In our model, nodes are trying to send their data to the access point. Some nodes may require others to forward their package to successfully connect to the access point. However, nodes are selfish and do not wish to help others. Therefore it is possible that some nodes may refuse the requirement. In that case, the unpleasant nodes may punish the others by slowing down their traffic, in which case both parties will suffer. Therefore it is non-trivial to find out the Equilibrium for these nodes after the bargain process. What is the proper distribution of resources among these nodes? We propose a solution based on the game theory. Our solution fulfils the goal of fairness and social welfare maximum.602758 bytesapplication/pdfenGame theoryWireless networksA Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh NetworksThesis or DissertationElectrical and Computer EngineeringMaster of ScienceElectrical and Computer Engineering |
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Game theory Wireless networks Electrical and Computer Engineering Jiang, Miao A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks |
description |
Multi-hop wireless network are promising techniques in the field of
wireless communication. The dynamic topology of the network and the
independent selfish participants of the network make it difficult to
be modeled by traditional tools. Game theory is one of the most
powerful tools for such problems. However, most current works have
certain limitations. There has not been widely accepted solution for
the problem yet.
In this thesis we propose our solutions for the problem of bandwidth
sharing in wireless networks. We assume the nodes are rational,
selfish but not malicious independent agents in the game. In our
model, nodes are trying to send their data to the access point. Some
nodes may require others to forward their package to successfully
connect to the access point. However, nodes are selfish and do not
wish to help others. Therefore it is possible that some nodes may
refuse the requirement. In that case, the unpleasant nodes may
punish the others by slowing down their traffic, in which case both
parties will suffer. Therefore it is non-trivial to find out the
Equilibrium for these nodes after the bargain process. What is the
proper distribution of resources among these nodes? We propose a
solution based on the game theory. Our solution fulfils the goal of
fairness and social welfare maximum. |
author |
Jiang, Miao |
author_facet |
Jiang, Miao |
author_sort |
Jiang, Miao |
title |
A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks |
title_short |
A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks |
title_full |
A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks |
title_fullStr |
A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks |
title_full_unstemmed |
A Cooperative Game Theory Model for Bandwidth Allocation in Community Mesh Networks |
title_sort |
cooperative game theory model for bandwidth allocation in community mesh networks |
publishDate |
2007 |
url |
http://hdl.handle.net/10012/3014 |
work_keys_str_mv |
AT jiangmiao acooperativegametheorymodelforbandwidthallocationincommunitymeshnetworks AT jiangmiao cooperativegametheorymodelforbandwidthallocationincommunitymeshnetworks |
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1716572916339965952 |