Anomaly detection of high-frequency sensing data in transportation infrastructure monitoring system based on fine-tuned model

H Liu, L Li - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Anomaly detection has been widely studied in previous studies during recent decades;
however, there are still some challenges for high-frequency sensing data. The most …

Investigating spectrum sensing security threats in cognitive radio networks

S Mapunya, M Velempini - Ad Hoc Networks: 9th International Conference …, 2018 - Springer
Abstract Cognitive Radio Networks (CRN) technology was proposed as a solution to the
challenges of overcrowding and underutilization of spectrum bands. CRN is a subset of …

Hybrid optimized secure cooperative spectrum sensing for cognitive radio networks

N Rangaraj, S Jothiraj, S Balu - Wireless Personal Communications, 2022 - Springer
Spectrum utilization is an important factor in Cognitive radio networks, which is
accomplished by analyzing the unused spectrum bands of primary users (PU). The …

The design of byzantine attack mitigation scheme in cognitive radio ad-hoc networks

S Mapunya, M Velempini - 2018 International Conference on …, 2018 - ieeexplore.ieee.org
The ever-increasing number of wireless network systems brought a problem of spectrum
congestion leading to slow data communications. All of the radio spectrums are allocated to …

Cooperative sensing based on permutation entropy with adaptive thresholding technique for cognitive radio networks

S Srinu, AK Mishra - IET Science, Measurement & Technology, 2016 - Wiley Online Library
Spectrum sensing in the low signal‐to‐noise ratio (SNR) environment is vital task for the
evolution of cognitive radio technology. The numerous signal processing algorithms have …

Mitigating SSDF attack using distance-based outlier approach in cognitive radio networks

WN Singh, N Marchang… - International Journal of …, 2019 - inderscienceonline.com
Collaborative spectrum sensing is employed in cognitive radio networks for improving the
spectrum sensing accuracy. The collaborating cognitive radios send their individual sensing …

Cooperative spectrum sensing based on complexity measures for cognitive radio communications

S Sesham, AK Mishra - Wireless Personal Communications, 2017 - Springer
Over the past decade, distinguishing deterministic signal from noise in the radio frequency
bands has become an active issue in the evolution of cognitive radio technology. To address …

Context-aware Secure Spectrum Sensing for Cognitive Radio Networks

AS Chavan, A Sahu… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
In like manner, the objective of this exploration study is to foster a proficient trust-based
security answer for dynamic range detecting in CR-MANETs. Our proposed answer for …

The design and implementation of a robust scheme to combat the effect of malicious nodes in cognitive radio ad hoc networks

M Velempini, SS Mapunya - South African Computer Journal, 2019 - journals.co.za
A cognitive radio network, which enables dynamic spectrum access, addresses the scarcity
of radio spectrum caused by ever-increasing demand for spectrum. Cognitive radio …

Anomaly user effect on detection performance of eigenvalue and volume based spectrum sensing

S Srinu, N Suresh… - 2018 Tenth International …, 2018 - ieeexplore.ieee.org
In wireless communication networks, the physical layer security is of prime concern which is
mainly effected due to anomaly/malicious users. Cognitive radio network (CRN) is one of the …