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...

Full description

Bibliographic Details
Main Author: Jiang, Miao
Format: Others
Language:en
Published: 2007
Subjects:
Online Access:http://hdl.handle.net/10012/3014
id ndltd-WATERLOO-oai-uwspace.uwaterloo.ca-10012-3014
record_format oai_dc
spelling 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
collection NDLTD
language en
format Others
sources NDLTD
topic Game theory
Wireless networks
Electrical and Computer Engineering
spellingShingle 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
_version_ 1716572916339965952