Understanding the impact of spatial reuse on autonomous sensing order channel selection

In wireless communication systems, there is a need to design efficient schemes in order to overcome the problem of spectrum scarcity. One technology to address the problem of spectrum scarcity is cognitive radio (CR), in which a network entity is able to adapt intelligently to the environment throug...

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Main Author: Sultan, A. (Akmal)
Format: Dissertation
Language:English
Published: University of Oulu 2016
Subjects:
Online Access:http://urn.fi/URN:NBN:fi:oulu-201612103244
http://nbn-resolving.de/urn:nbn:fi:oulu-201612103244
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spelling ndltd-oulo.fi-oai-oulu.fi-nbnfioulu-2016121032442018-06-20T04:57:44ZUnderstanding the impact of spatial reuse on autonomous sensing order channel selectionSultan, A. (Akmal)info:eu-repo/semantics/openAccess© Akmal Sultan, 2016Master's Degree Programme in Wireless Communication EngineeringIn wireless communication systems, there is a need to design efficient schemes in order to overcome the problem of spectrum scarcity. One technology to address the problem of spectrum scarcity is cognitive radio (CR), in which a network entity is able to adapt intelligently to the environment through observation, exploration and learning. When multiple autonomous cognitive radios are searching for spectrum opportunities, they face competition from each other in order to access the available free channel. This will result in reduced throughput which occurs due to collision between cognitive radios, when they try to transmit in the same channel. The purpose of this thesis is to study a smart adaptation scheme for efficient channel access which enable autonomous cognitive radios to improve their overall bandwidth efficiency in a distributed cognitive radio network with the help of spatial reuse. An adaptive persistent strategy with efficient collision detection has been studied in this work for autonomous channel sensing order selection which enable distributed CRs to avoid collision and allow them to improve their overall system efficiency by increasing the average number of successful transmissions, especially, when number of available channels are less than the number of CRs competing to access these free channels. The performance of the studied strategy is compared with random selection of sensing orders. Simulation results are presented, which indicate that the studied strategy with spatial reuse achieves the highest number of successful transmissions in a given time slot as compared to other strategies. Simulation results are also compared for the case with no spatial reuse and the results indicate that it degrades the system efficiency by reducing the average number of successful transmissions in a given time slot.University of Oulu2016-12-12info:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://urn.fi/URN:NBN:fi:oulu-201612103244urn:nbn:fi:oulu-201612103244eng
collection NDLTD
language English
format Dissertation
sources NDLTD
topic Master's Degree Programme in Wireless Communication Engineering
spellingShingle Master's Degree Programme in Wireless Communication Engineering
Sultan, A. (Akmal)
Understanding the impact of spatial reuse on autonomous sensing order channel selection
description In wireless communication systems, there is a need to design efficient schemes in order to overcome the problem of spectrum scarcity. One technology to address the problem of spectrum scarcity is cognitive radio (CR), in which a network entity is able to adapt intelligently to the environment through observation, exploration and learning. When multiple autonomous cognitive radios are searching for spectrum opportunities, they face competition from each other in order to access the available free channel. This will result in reduced throughput which occurs due to collision between cognitive radios, when they try to transmit in the same channel. The purpose of this thesis is to study a smart adaptation scheme for efficient channel access which enable autonomous cognitive radios to improve their overall bandwidth efficiency in a distributed cognitive radio network with the help of spatial reuse. An adaptive persistent strategy with efficient collision detection has been studied in this work for autonomous channel sensing order selection which enable distributed CRs to avoid collision and allow them to improve their overall system efficiency by increasing the average number of successful transmissions, especially, when number of available channels are less than the number of CRs competing to access these free channels. The performance of the studied strategy is compared with random selection of sensing orders. Simulation results are presented, which indicate that the studied strategy with spatial reuse achieves the highest number of successful transmissions in a given time slot as compared to other strategies. Simulation results are also compared for the case with no spatial reuse and the results indicate that it degrades the system efficiency by reducing the average number of successful transmissions in a given time slot.
author Sultan, A. (Akmal)
author_facet Sultan, A. (Akmal)
author_sort Sultan, A. (Akmal)
title Understanding the impact of spatial reuse on autonomous sensing order channel selection
title_short Understanding the impact of spatial reuse on autonomous sensing order channel selection
title_full Understanding the impact of spatial reuse on autonomous sensing order channel selection
title_fullStr Understanding the impact of spatial reuse on autonomous sensing order channel selection
title_full_unstemmed Understanding the impact of spatial reuse on autonomous sensing order channel selection
title_sort understanding the impact of spatial reuse on autonomous sensing order channel selection
publisher University of Oulu
publishDate 2016
url http://urn.fi/URN:NBN:fi:oulu-201612103244
http://nbn-resolving.de/urn:nbn:fi:oulu-201612103244
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