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5G Network Performance Experiments for Automated Car Functions
This article discusses the results of supporting transition towards fully automated driving with remote operator support via the novel V2X channels. Automated passenger cars are equipped with multiple sensors (radars, cameras, LiDARs, inert...
Radiation Analysis in a Gradual 5G Network Deployment Strategy
In a world where many overlapping 2G, 3G, and 4G electromagnetic radiation sources already exist, concerns regarding the potential increase in these radiation levels following the roll-out of 5G networks are growing. The deployment of 5G is...
A Deep Learning based Approach for 5G NR CSI Estimation
Accurate estimation of channel state information (CSI) and sharing the same to transmitter is crucial to MIMO systems for efficient link adaptation. Although, performance of conventional CSI algorithms is satisfactory in 4G scenarios, scali...
A ResNet Based End-to-End Wireless Communication System under Rayleigh Fading and Bursty Noise Channels
Deep learning has been applied recently in the wireless communication area such as modulation classification, channel estimation and signal detection. Many of the wireless communication problems can be modeled as classification problems. Re...
Common Framework for 5G Northbound APIs
3<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">rd</sup> Generation Partnership Project (3GPP), a global standards forum for cellular communication technologies, exposed the core network capab...
Service Enabler Layer for 5G Verticals
With the emerging commercial deployments of 5G Network, the Mobile Network Operators (MNOs) will be able to offer more significant network capabilities such as efficient ultra-reliable and low latency communications (URLLC), higher bandwidt...
B-VNF: Blockchain-enhanced Architecture for VNF Orchestration in MEC-5G Networks
The roll-out of 5G technology will nurture the realization of broadband, ultra-reliable, and zero latency services. Network Function Virtualization (NFV) and Multi-Access Edge Computing (MEC) are among the key enablers for 5G. The synergy b...
Energy Efficient ADC Bit Allocation for Massive MIMO: A Deep-Learning Approach
It is known that adopting Variable-Resolution (VR) ADCs in millimeter-wave (mmWave) Massive Multiple-Input Multiple-Output (MaMIMO) receivers improves Energy Efficiency (EE). However, the effect of imperfect channel state information (CSI) ...
On the Characterization of V2V Link Performance in Highway Vehicular Networks
In this paper, we consider a vehicular network in a highway scenario and assess the reliability of the vehicle-to-vehicle (V2V) communication links between the vehicles separated by a lane. The statistical characterization of the V2V link i...
Security Considerations on 5G-Enabled Back-Situation Awareness for CCAM
The increasing demand for cooperative, connected, and automated mobility (CCAM) services should proceed at the same pace with the enforcement of security mechanisms that would make CCAM services secure. The first contribution of this paper ...