Performance analysis of spatially-distributed cooperative networks

Applications of cooperative communications have attracted considerable attention in academia and industry in the past decade for their potential to exploit network densi cation in meeting the growing demand for data services. However, analytical methods capable of explicitly capturing the impact of...

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Main Author: Tukmanov, Anvar
Published: University of Newcastle upon Tyne 2015
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Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.682613
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spelling ndltd-bl.uk-oai-ethos.bl.uk-6826132017-08-30T03:14:10ZPerformance analysis of spatially-distributed cooperative networksTukmanov, Anvar2015Applications of cooperative communications have attracted considerable attention in academia and industry in the past decade for their potential to exploit network densi cation in meeting the growing demand for data services. However, analytical methods capable of explicitly capturing the impact of the spatial domain on system performance are still rare. The aim of this thesis is to study cooperation between spatially-distributed nodes with the purpose to enhance relevant analytical methods. New approaches to performance analysis of node cooperation and several useful relations are developed in this work in the following three areas. First part of this thesis investigates broadcasting as an important method for TV and network signalling distribution. Cooperative broadcasting (CB) has been generally studied under the assumptions of asymptotically dense or large networks, which rarely hold in practice. In this work, a method to analyse the latency of CB in nite networks is developed using stochastic geometry. New useful relations and inter-node distance distributions are derived, highlighting interesting network characteristics. Second part of this thesis studies relay selection (RS), recognised as a way to reduce overheads arising from cooperative communications. In this thesis, a method for analysing RS is developed based on point processes theory. Presented approach is simpler and more intuitive compared to known methods. This has allowed obtaining exact expressions for outage probability of relay-assisted communication. Additionally, analysis of the sources' contention for relays has revealed that relays can be treated as a scarce resource. Finally, proposed methods are further extended to account for imperfect channel state information (CSI). Practical RS in presence of CSI imperfections remains an active research area, however the aspect of cooperating nodes' spatial distribution remains unexplored. This thesis introduces a novel approach to account for variable levels of CSI accuracy and for the spatial distribution cooperating relays.658.4University of Newcastle upon Tynehttp://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.682613http://hdl.handle.net/10443/2916Electronic Thesis or Dissertation
collection NDLTD
sources NDLTD
topic 658.4
spellingShingle 658.4
Tukmanov, Anvar
Performance analysis of spatially-distributed cooperative networks
description Applications of cooperative communications have attracted considerable attention in academia and industry in the past decade for their potential to exploit network densi cation in meeting the growing demand for data services. However, analytical methods capable of explicitly capturing the impact of the spatial domain on system performance are still rare. The aim of this thesis is to study cooperation between spatially-distributed nodes with the purpose to enhance relevant analytical methods. New approaches to performance analysis of node cooperation and several useful relations are developed in this work in the following three areas. First part of this thesis investigates broadcasting as an important method for TV and network signalling distribution. Cooperative broadcasting (CB) has been generally studied under the assumptions of asymptotically dense or large networks, which rarely hold in practice. In this work, a method to analyse the latency of CB in nite networks is developed using stochastic geometry. New useful relations and inter-node distance distributions are derived, highlighting interesting network characteristics. Second part of this thesis studies relay selection (RS), recognised as a way to reduce overheads arising from cooperative communications. In this thesis, a method for analysing RS is developed based on point processes theory. Presented approach is simpler and more intuitive compared to known methods. This has allowed obtaining exact expressions for outage probability of relay-assisted communication. Additionally, analysis of the sources' contention for relays has revealed that relays can be treated as a scarce resource. Finally, proposed methods are further extended to account for imperfect channel state information (CSI). Practical RS in presence of CSI imperfections remains an active research area, however the aspect of cooperating nodes' spatial distribution remains unexplored. This thesis introduces a novel approach to account for variable levels of CSI accuracy and for the spatial distribution cooperating relays.
author Tukmanov, Anvar
author_facet Tukmanov, Anvar
author_sort Tukmanov, Anvar
title Performance analysis of spatially-distributed cooperative networks
title_short Performance analysis of spatially-distributed cooperative networks
title_full Performance analysis of spatially-distributed cooperative networks
title_fullStr Performance analysis of spatially-distributed cooperative networks
title_full_unstemmed Performance analysis of spatially-distributed cooperative networks
title_sort performance analysis of spatially-distributed cooperative networks
publisher University of Newcastle upon Tyne
publishDate 2015
url http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.682613
work_keys_str_mv AT tukmanovanvar performanceanalysisofspatiallydistributedcooperativenetworks
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