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Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data
Joint Authors
Ullah, Ihsan
Khan, Muhammad Sajjad
Kim, Su Min
Kim, Junsu
Gul, Noor
St-Hilaire, Marc
Source
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-11-11
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
With the increasing applications in the domains of ubiquitous and context-aware computing, Internet of Things (IoT) is gaining importance.
The study to efficiently exploit and manage a spectrum resources for industrial IoT (IIoT) applications is currently in the interest of research community.
As increasing number of IIoT devices is heading towards the future-connected society with the cost of high system complexity, to meet the growing demands of wireless communication in future, cognitive IoT (CIoT) technology is considered as a choice.
Reliable detection of the vacant spectrum holes is a vital task in the CIoT network with data.
However, the performance of spectrum sensing severely degraded with the existence of malicious users (MUs) which falsifies the sensing results by reporting false data to the fusion center (FC).
In this paper, we focus on the use of particle swarm optimization (PSO) to safeguard the cooperative spectrum sensing (CSS) from the negative effects caused by the MUs.
The effectiveness of the proposed scheme is verified numerically in various scenarios with different types of MUs through analysis and simulations.
American Psychological Association (APA)
Gul, Noor& Khan, Muhammad Sajjad& Kim, Su Min& St-Hilaire, Marc& Ullah, Ihsan& Kim, Junsu. 2020. Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data. Scientific Programming،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1209195
Modern Language Association (MLA)
Gul, Noor…[et al.]. Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data. Scientific Programming No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1209195
American Medical Association (AMA)
Gul, Noor& Khan, Muhammad Sajjad& Kim, Su Min& St-Hilaire, Marc& Ullah, Ihsan& Kim, Junsu. Particle Swarm Optimization in the Presence of Malicious Users in Cognitive IoT Networks with Data. Scientific Programming. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1209195
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1209195