Reliable machine learning based spectrum sensing in cognitive radio networks

HA Shah, I Koo - Wireless Communications and Mobile …, 2018 - Wiley Online Library
Spectrum sensing is of crucial importance in cognitive radio (CR) networks. In this paper, a
reliable spectrum sensing scheme is proposed, which uses K‐nearest neighbor, a machine …

Cooperative spectrum sensing: A blind and soft fusion detector

J Tong, M Jin, Q Guo, Y Li - IEEE Transactions on Wireless …, 2018 - ieeexplore.ieee.org
Cooperative spectrum sensing has been studied to combat the hidden terminal problem by
exploiting the spatial diversity in cognitive radio (CR) networks. This paper concerns blind …

Probabilistic spectrum sensing data falsification attack in cognitive radio networks

A Ahmadfard, A Jamshidi, A Keshavarz-Haddad - Signal Processing, 2017 - Elsevier
Cognitive radio has emerged as a solution to the problem of spectrum scarcity in recent
years. Spectrum sensing is a key task in cognitive radio systems that can be performed …

Comprehensive survey on quality of service provisioning approaches in cognitive radio networks: Part one

A Fakhrudeen, OY Alani - International Journal of Wireless Information …, 2017 - Springer
Abstract Much interest in Cognitive Radio Networks (CRNs) has been raised recently by
enabling unlicensed (secondary) users to utilize the unused portions of the licensed …

Riemannian distance-based fast k-medoids clustering algorithm for cooperative spectrum sensing

S Zhang, Y Wang, Y Zhang, P Wan… - IEEE Systems …, 2021 - ieeexplore.ieee.org
Spectrum sensing is a fundamental component in a cognitive radio network to utilize the
frequency bands effectively. In this article a fast Riemannian distance-based K-medoids …

Covariance based spectrum sensing with studentized extreme eigenvalue

C Çiflikli, FY Ilgin - Tehnički vjesnik, 2018 - hrcak.srce.hr
Sažetak The eigenvalue based detection is a low-cost spectrum sensing method that detects
the presence of primary user signal at a desired frequency. In this study, the largest …

A collaborative approach for monitoring nodes behavior during spectrum sensing to mitigate multiple attacks in cognitive radio networks

M Khasawneh, A Agarwal - Security and Communication …, 2017 - Wiley Online Library
Spectrum sensing is the first step to overcome the spectrum scarcity problem in Cognitive
Radio Networks (CRNs) wherein all unutilized subbands in the radio environment are …

Lightweight security against combined IE and SSDF attacks in cooperative spectrum sensing for cognitive radio networks

V Sucasas, S Althunibat, A Radwan… - Security and …, 2015 - Wiley Online Library
Cognitive radio is envisaged as a promising solution to cope with the problem of spectrum
scarcity. In cognitive radio networks, users can sense the medium and opportunistically use …

A Novel Grasshopper Optimization-based Particle Swarm Algorithm for Effective Spectrum Sensing in Cognitive Radio Networks.

S KR, P Vijay - KSII Transactions on Internet & Information …, 2023 - search.ebscohost.com
In CRNs, SS is of utmost significance. Every CR user generates a sensing report during the
training phase beneath various circumstances, and depending on a collective process …

Actor–Critic‐Algorithm‐Based Accurate Spectrum Sensing and Transmission Framework and Energy Conservation in Energy‐Constrained Wireless Sensor Network …

HA Shah, I Koo, KS Kwak - Wireless Communications and …, 2019 - Wiley Online Library
Spectrum sensing is of the utmost importance to the workings of a cognitive radio network
(CRN). The spectrum has to be sensed to decide whether the cognitive radio (CR) user can …