NR-V2X Quality of Service Prediction Through Machine Learning with Nested Cross-Validation Scheme
The proliferation of connected vehicles and the advent of New Radio (NR) technologies
have ushered in a new era of intelligent transportation systems. Ensuring reliable and …
have ushered in a new era of intelligent transportation systems. Ensuring reliable and …
Next-G wireless: learning from 5G techno-economics to inform next generation wireless technologies
A new generation of cellular technology has been deployed every decade since the 1980s.
We are presently amid the global commercial deployment by Mobile Network Operators …
We are presently amid the global commercial deployment by Mobile Network Operators …
A Robust Machine Learning Approach for Path Loss Prediction in 5G Networks with Nested Cross Validation
The design and deployment of fifth-generation (5G) wireless networks pose significant
challenges due to the increasing number of wireless devices. Path loss has a landmark …
challenges due to the increasing number of wireless devices. Path loss has a landmark …
Beam tracking in phased array antenna based on the trajectory classification
M Shirzadian Gilan, R Paranjape - Transactions on Emerging …, 2023 - Wiley Online Library
One of the major new concepts in 5G cellular communications is a shift in the way services
are delivered to users. In the new 5G protocol, individual users are recognized and tracked …
are delivered to users. In the new 5G protocol, individual users are recognized and tracked …
Performance Analysis of Two-Zone-Based Registration System with Timer in Wireless Communication Networks
HS Jang, JH Baek - Electronics, 2023 - mdpi.com
Numerous studies have been conducted on wireless communication networks to reduce the
costs associated with location registration and paging traffic caused by the movement of …
costs associated with location registration and paging traffic caused by the movement of …
A Novel Approach for Machine Learning-based Load Balancing in High-speed Train System using Nested Cross Validation
Fifth-generation (5G) mobile communication networks have recently emerged in various
fields, including high-speed trains. However, the dense deployment of 5G millimeter wave …
fields, including high-speed trains. However, the dense deployment of 5G millimeter wave …
flexRLM: Flexible Radio Link Monitoring for Multi-User Downlink Millimeter-Wave Networks
A Ichkov, A Schott, P Mähönen… - IEEE INFOCOM 2023 …, 2023 - ieeexplore.ieee.org
Exploiting millimeter-wave (mm-wave) for high-capacity multi-user networks is predicated on
jointly performing beam management for seamless connectivity and efficient resource …
jointly performing beam management for seamless connectivity and efficient resource …
Analyzing Distance-Based Registration with Two Location Areas: A Semi-Markov Process Approach
JH Baek - Electronics, 2024 - mdpi.com
In order to connect an incoming call to the user equipment (UE) in a mobile communication
network, the location information of the UE must be always kept in the network database …
network, the location information of the UE must be always kept in the network database …
Multi-agent reinforcement learning for energy-efficiency edge association in internet of vehicles
In this paper, we investigate the energy-efficiency (EE) problem in edge association for
heterogeneous Internet of Vehicles (IoV), when the dynamic environmental information can …
heterogeneous Internet of Vehicles (IoV), when the dynamic environmental information can …
Overview on Medium Access Control Protocol in Flying Ad-hoc NETworks and Vehicular Ad-hoc NETworks
C DONG, T TAO, S FENG, Y QU, Q LIU, Y WU… - 电子与信息学报, 2022 - jeit.ac.cn
With the iterative update of mobile communication technology, Vehicular Ad-hoc NETworks
(VANETs) and Flying Ad-hoc NETworks (FANETs) have become significant parts of the …
(VANETs) and Flying Ad-hoc NETworks (FANETs) have become significant parts of the …