BlockCRN-IoCV: Secure spectrum access and beamforming for defense against attacks in mmWave massive MIMO CRN in 6G Internet of connected vehicles

P Deepanramkumar, N Jaisankar - IEEE Access, 2022 - ieeexplore.ieee.org
Cognitive Radio (CR) is a wireless communication system that is used for intelligent vehicles
to solve spectrum scarcity and improve the utilization of the spectrum. However, spectrum …

Secure spectrum access, routing, and hybrid beamforming in an edge-enabled mmwave massive MIMO CRN-based internet of connected vehicle (IoCV) …

D Pari, J Natarajan - Sensors, 2022 - mdpi.com
A cognitive radio network (CRN) is integrated with the Internet of Connected Vehicles (IoCV)
in order to address spectrum scarcity and communication reliability issues. However, it is …

Defense against SSDF Attack and PUE Attack in CR-Internet of Vehicles (IoVs) for Millimeter Wave Massive MIMO Beamforming Systems

D Pari, J Natarajan - Symmetry, 2022 - mdpi.com
The Internet of Vehicles (IoV) is witnessed to play the leading role in the future of Intelligent
Transportation Systems (ITS). Though many works have focused on IoV improvement, there …

MU-MIMO based cognitive radio in internet of vehicles (IoV) for enhanced spectrum sensing accuracy and sum rate

MA Hossain, M Schukat, E Barrett - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
Vehicular ad-hoc networks (VANETs) provide the basic infrastructure for intelligent
transportation systems (ITS), as it allows vehicles to access the Internet and to communicate …

Channel estimation and beamforming techniques for mm wave-massive MIMO: Recent trends, challenges and open issues

T Kebede, Y Wondie… - … Symposium on Networks …, 2021 - ieeexplore.ieee.org
The fifth-generation (5G) wireless communication system requires massive connectivity with
high data rates and low latency. One of the technologies to meet these requirements is mm …

CNN Aided Detection Algorithm for Uplink Multiuser Modulation Encrypted Massive MIMO Systems

L Li, H Hou, W Meng - IEEE Transactions on Vehicular …, 2023 - ieeexplore.ieee.org
In the traditional physical layer encryption methods, both the delay and errors brought by the
keys generation and interaction and those from the channel estimation are too high to be …

Attention-deep reinforcement learning jointly beamforming based on tensor decomposition for RIS-assisted V2X mmWave massive MIMO system

X Zhou, X Chen, L Tong, Y Wang - Complex & Intelligent Systems, 2024 - Springer
To achieve a green and sustainable wireless communication network, the reconfigurable
intelligent surface (RIS) technology has emerged as an emerging technology. The RIS …

Energy-Efficient Cooperative Secure Communications in mmWave Vehicular Networks Using Deep Recurrent Reinforcement Learning

Y Ju, Z Gao, H Wang, L Liu, Q Pei… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Millimeter wave (mmWave) with abundant spectrum resources can realize high-rate
communications in vehicular networks. However, the mobility of vehicles and the blocking …

IRS-assisted mmWave massive MIMO systems beam training with hybrid CNN encoder-based transformer deep learning model

T Urakami, H Jia, N Chen… - 2023 IEEE 98th Vehicular …, 2023 - ieeexplore.ieee.org
Deep learning (DL)-based beam training schemes have enhanced the transmission
capacity for intelligent reflecting surface (IRS)-assisted millimeter wave (mmWave) massive …

SDN controlled mmwave massive MIMO hybrid precoding for 5G heterogeneous mobile systems

N Chen, S Sun, M Kadoch… - Mobile Information Systems, 2016 - Wiley Online Library
In 5G mobile network, millimeter wave (mmWave) and heterogeneous networks (Hetnets)
are significant techniques to sustain coverage and spectral efficiency. In this paper, we …