COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION

This thesis aims to clearly describe the cognitive radio and its components and operations. Moreover, it aims on describing the expected outcome from the most common techniques that are proposed for use in cognitive radios. In addition, it describes the basic principles of game theory and some simpl...

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Main Author: Elnourani, Mohamed
Format: Others
Language:English
Published: Blekinge Tekniska Högskola, Avdelningen för signalbehandling 2008
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:bth-5646
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spelling ndltd-UPSALLA1-oai-DiVA.org-bth-56462018-01-12T05:13:52ZCOGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATIONengElnourani, MohamedBlekinge Tekniska Högskola, Avdelningen för signalbehandling2008cognitive radiogame theoryload balancinggenetic algorithmComputer SciencesDatavetenskap (datalogi)Signal ProcessingSignalbehandlingTelecommunicationsTelekommunikationThis thesis aims to clearly describe the cognitive radio and its components and operations. Moreover, it aims on describing the expected outcome from the most common techniques that are proposed for use in cognitive radios. In addition, it describes the basic principles of game theory and some simple game models that can be used to analyze the efficiency of the optimization algorithms. Furthermore, it investigates the use of load balancing algorithm and genetic algorithm in optimizing the decision making operation in cognitive radios. Matlab software simulations were carried out and the results show the promising benefit of using those two algorithms along with game theory in optimizing the dynamic spectrum allocation process. Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:bth-5646Local oai:bth.se:arkivex071824D7B3663DEDC1257532004EB337application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic cognitive radio
game theory
load balancing
genetic algorithm
Computer Sciences
Datavetenskap (datalogi)
Signal Processing
Signalbehandling
Telecommunications
Telekommunikation
spellingShingle cognitive radio
game theory
load balancing
genetic algorithm
Computer Sciences
Datavetenskap (datalogi)
Signal Processing
Signalbehandling
Telecommunications
Telekommunikation
Elnourani, Mohamed
COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION
description This thesis aims to clearly describe the cognitive radio and its components and operations. Moreover, it aims on describing the expected outcome from the most common techniques that are proposed for use in cognitive radios. In addition, it describes the basic principles of game theory and some simple game models that can be used to analyze the efficiency of the optimization algorithms. Furthermore, it investigates the use of load balancing algorithm and genetic algorithm in optimizing the decision making operation in cognitive radios. Matlab software simulations were carried out and the results show the promising benefit of using those two algorithms along with game theory in optimizing the dynamic spectrum allocation process.
author Elnourani, Mohamed
author_facet Elnourani, Mohamed
author_sort Elnourani, Mohamed
title COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION
title_short COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION
title_full COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION
title_fullStr COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION
title_full_unstemmed COGNITIVE RADIO AND GAME THEORY : OVERVIEW AND SIMULATION
title_sort cognitive radio and game theory : overview and simulation
publisher Blekinge Tekniska Högskola, Avdelningen för signalbehandling
publishDate 2008
url http://urn.kb.se/resolve?urn=urn:nbn:se:bth-5646
work_keys_str_mv AT elnouranimohamed cognitiveradioandgametheoryoverviewandsimulation
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