Detection performance and mitigation techniques in CR networks

Pervasive wireless communications rely enormously on spectrum utilization; the increase in demand for new wireless services and their application has led to spectrum scarcity. Spectrum limitations can be resolved by cognitive radio (CR) which is a technology that allows secondary users (SUs) to use...

Full description

Bibliographic Details
Main Author: Ammar, Mahmod
Other Authors: Riley, N. G. ; Paulson, Kevin S.
Published: University of Hull 2017
Subjects:
Online Access:http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.733015
id ndltd-bl.uk-oai-ethos.bl.uk-733015
record_format oai_dc
spelling ndltd-bl.uk-oai-ethos.bl.uk-7330152018-06-12T03:15:56ZDetection performance and mitigation techniques in CR networksAmmar, MahmodRiley, N. G. ; Paulson, Kevin S.2017Pervasive wireless communications rely enormously on spectrum utilization; the increase in demand for new wireless services and their application has led to spectrum scarcity. Spectrum limitations can be resolved by cognitive radio (CR) which is a technology that allows secondary users (SUs) to use the spectrum when it is not occupied by primary users (PUs). In this thesis, the security issues that decrease CR performance are discussed; there are two major threats i.e. primary user emulation attack (PUEA) and spectrum sensing data falsification attack (SSDF). Firstly, the CR network (CRN) is simulated whereby PUs and SUs are presented in the system with the presence of multiple malicious users that are randomly located within a circle of radius (R). The simulation results, based on an analytical model, show that the false alarm probability is significantly affected by the network radius Rand malicious users' number, and it is proved that there is a range of R over which the PUEAs are most successful. Secondly, a transmitter verification scheme (direct scheme) and indirect trust scheme that considers the users' history are presented; the results proved that if the signal to noise ratio (SNR) is raised, correspondingly the t:rnstworthiness of the PU is considerably increased. Based on these two schemes, the trnstworthiness of the PU is much higher than that of the malicious user and because the indirect scheme considers the historical behaviour of the user, it improves the user's trustworthiness. Finally, cooperative spectrum sensing (CSS) approaches are proposed, namely, a trust based approach, a punishment based approach and a dedicated punishment based approach. It is proved that these proposed CSS approaches outperform the traditional majority scheme despite a high number of malicious users. In addition, the dedicated punishment approaches which punish only the malicious users outperform the other approaches.EngineeringUniversity of Hullhttp://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.733015http://hydra.hull.ac.uk/resources/hull:16081Electronic Thesis or Dissertation
collection NDLTD
sources NDLTD
topic Engineering
spellingShingle Engineering
Ammar, Mahmod
Detection performance and mitigation techniques in CR networks
description Pervasive wireless communications rely enormously on spectrum utilization; the increase in demand for new wireless services and their application has led to spectrum scarcity. Spectrum limitations can be resolved by cognitive radio (CR) which is a technology that allows secondary users (SUs) to use the spectrum when it is not occupied by primary users (PUs). In this thesis, the security issues that decrease CR performance are discussed; there are two major threats i.e. primary user emulation attack (PUEA) and spectrum sensing data falsification attack (SSDF). Firstly, the CR network (CRN) is simulated whereby PUs and SUs are presented in the system with the presence of multiple malicious users that are randomly located within a circle of radius (R). The simulation results, based on an analytical model, show that the false alarm probability is significantly affected by the network radius Rand malicious users' number, and it is proved that there is a range of R over which the PUEAs are most successful. Secondly, a transmitter verification scheme (direct scheme) and indirect trust scheme that considers the users' history are presented; the results proved that if the signal to noise ratio (SNR) is raised, correspondingly the t:rnstworthiness of the PU is considerably increased. Based on these two schemes, the trnstworthiness of the PU is much higher than that of the malicious user and because the indirect scheme considers the historical behaviour of the user, it improves the user's trustworthiness. Finally, cooperative spectrum sensing (CSS) approaches are proposed, namely, a trust based approach, a punishment based approach and a dedicated punishment based approach. It is proved that these proposed CSS approaches outperform the traditional majority scheme despite a high number of malicious users. In addition, the dedicated punishment approaches which punish only the malicious users outperform the other approaches.
author2 Riley, N. G. ; Paulson, Kevin S.
author_facet Riley, N. G. ; Paulson, Kevin S.
Ammar, Mahmod
author Ammar, Mahmod
author_sort Ammar, Mahmod
title Detection performance and mitigation techniques in CR networks
title_short Detection performance and mitigation techniques in CR networks
title_full Detection performance and mitigation techniques in CR networks
title_fullStr Detection performance and mitigation techniques in CR networks
title_full_unstemmed Detection performance and mitigation techniques in CR networks
title_sort detection performance and mitigation techniques in cr networks
publisher University of Hull
publishDate 2017
url http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.733015
work_keys_str_mv AT ammarmahmod detectionperformanceandmitigationtechniquesincrnetworks
_version_ 1718694053284937728