Detection of Primary User Emulation Attack Using the Differential Evolution Algorithm in Cognitive Radio Networks Article Swipe
Rehna Batool
,
Nargis Bibi
,
Nazeer Muhammad
,
Samah Alhazmi
·
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/app13010571
YOU?
·
· 2022
· Open Access
·
· DOI: https://doi.org/10.3390/app13010571
Cognitive Radio Network (CRN) is an emerging technology used to solve spectrum shortage problems in wireless communications. In CRN, unlicensed secondary users (SUs) and licensed primary users (PUs) use spectrum resources at the same time by avoiding any interference from SUs. However, the spectrum sensing process in CRN is often disturbed by a security issue known as the Primary User Emulation Attack (PUEA). PUEA is one of the main security issues that disrupt the whole activity of CRN. The attacker transmits false information to interrupt the spectrum sensing process of CRN, which leads to poor usage of the spectrum. The proposed study uses a proficient Time Difference of Arrival (TDOA) based localization method using the Differential Evolution (DE) algorithm to identify the PUEA in CRNs. The DE algorithm is used to solve the objective function of TDOA values. The proposed methodology constructs a CRN and identifies PUEA. The proposed method aims to sense and localize PUEA efficiently. Mean Square Error (MSE) is the performance evaluation parameter that is used to measure the accuracy of the proposed technique. The results are compared with the previously proposed Firefly optimization algorithm (FA). It is clear from the results that DE converges faster than FA.
Related Topics
Concepts
Cognitive radio
Emulation
Multilateration
Computer science
Firefly algorithm
Algorithm
Wireless
False alarm
Interference (communication)
FDOA
Real-time computing
Computer network
Telecommunications
Engineering
Artificial intelligence
Channel (broadcasting)
Structural engineering
Economic growth
Node (physics)
Particle swarm optimization
Economics
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.3390/app13010571
- https://www.mdpi.com/2076-3417/13/1/571/pdf?version=1672478983
- OA Status
- gold
- Cited By
- 17
- References
- 23
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4313472201
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4313472201Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.3390/app13010571Digital Object Identifier
- Title
-
Detection of Primary User Emulation Attack Using the Differential Evolution Algorithm in Cognitive Radio NetworksWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2022Year of publication
- Publication date
-
2022-12-31Full publication date if available
- Authors
-
Rehna Batool, Nargis Bibi, Nazeer Muhammad, Samah AlhazmiList of authors in order
- Landing page
-
https://doi.org/10.3390/app13010571Publisher landing page
- PDF URL
-
https://www.mdpi.com/2076-3417/13/1/571/pdf?version=1672478983Direct link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://www.mdpi.com/2076-3417/13/1/571/pdf?version=1672478983Direct OA link when available
- Concepts
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Cognitive radio, Emulation, Multilateration, Computer science, Firefly algorithm, Algorithm, Wireless, False alarm, Interference (communication), FDOA, Real-time computing, Computer network, Telecommunications, Engineering, Artificial intelligence, Channel (broadcasting), Structural engineering, Economic growth, Node (physics), Particle swarm optimization, EconomicsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
17Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 4, 2024: 9, 2023: 4Per-year citation counts (last 5 years)
- References (count)
-
23Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
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