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Found 22 papers, 15 papers with code
Modeling Interference for the Coexistence of 6G Networks and Passive Sensing Systems
In this paper, we provide the first, fundamental analysis of Radio Frequency Interference (RFI) that large-scale terrestrial deployments introduce in different satellite sensing systems now orbiting the Earth.
Programmable and Customized Intelligence for Traffic Steering in 5G Networks Using Open RAN Architectures
This is obtained through custom RAN control applications (i. e., xApps) deployed on near-real-time RAN Intelligent Controller (near-RT RIC) at the edge of the network.
Intelligent Closed-loop RAN Control with xApps in OpenRAN Gym
Softwarization, programmable network control and the use of all-encompassing controllers acting at different timescales are heralded as the key drivers for the evolution to next-generation cellular networks.
Terahertz Communications Can Work in Rain and Snow: Impact of Adverse Weather Conditions on Channels at 140 GHz
Next-generation wireless networks will leverage the spectrum above 100 GHz to enable ultra-high data rate communications over multi-GHz-wide bandwidths.
OpenRAN Gym: AI/ML Development, Data Collection, and Testing for O-RAN on PAWR Platforms
In this paper we present OpenRAN Gym, a unified, open, and O-RAN-compliant experimental toolbox for data collection, design, prototyping and testing of end-to-end data-driven control solutions for next generation Open RAN systems.
OrchestRAN: Network Automation through Orchestrated Intelligence in the Open RAN
The next generation of cellular networks will be characterized by softwarized, open, and disaggregated architectures exposing analytics and control knobs to enable network intelligence.
ColO-RAN: Developing Machine Learning-based xApps for Open RAN Closed-loop Control on Programmable Experimental Platforms
In this paper, we address these challenges by proposing practical solutions and software pipelines for the design, training, testing, and experimental evaluation of DRL-based closed-loop control in the Open RAN.
Colosseum: Large-Scale Wireless Experimentation Through Hardware-in-the-Loop Network Emulation
In this paper, we introduce Colosseum as a testbed that is for the first time open to the research community.
DeepBeam: Deep Waveform Learning for Coordination-Free Beam Management in mmWave Networks
To do so, existing solutions mostly rely on explicit coordination between the transmitter (TX) and the receiver (RX), which significantly reduces the airtime available for communication and further complicates the network protocol design.
Networking and Internet Architecture Information Theory Information Theory
Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks
Next Generation (NextG) cellular networks will be natively cloud-based and built upon programmable, virtualized, and disaggregated architectures.
Accuracy vs. Complexity for mmWave Ray-Tracing: A Full Stack Perspective
The millimeter wave (mmWave) band will provide multi-gigabits-per-second connectivity in the radio access of future wireless systems.
Quasi-Deterministic Channel Model for mmWaves: Mathematical Formalization and Validation
5G and beyond networks will use, for the first time ever, the millimeter wave (mmWave) spectrum for mobile communications.
Toward End-to-End, Full-Stack 6G Terahertz Networks
Recent evolutions in semiconductors have brought the terahertz band in the spotlight as an enabler for terabit-per-second communications in 6G networks.
Networking and Internet Architecture Signal Processing
Millimeter Wave Remove UAV Control and Communications for Public Safety Scenarios
Communication and video capture from unmanned aerial vehicles (UAVs) offer significant potential for assisting first responders in remote public safety settings.
MilliCar -- An ns-3 Module for mmWave NR V2X Networks
Vehicle-to-vehicle (V2V) communications have opened the way towards cooperative automated driving as a means to guarantee improved road safety and traffic efficiency.
Networking and Internet Architecture
Implementation of A Spatial Channel Model for ns-3
The next generation of wireless networks will feature a more flexible radio access design, integrating multiple new technological solutions (e. g., massive Multiple-Input Multiple-Output (MIMO), millimeter waves) to satisfy different verticals and use cases.
Networking and Internet Architecture Signal Processing
Implementation of Reference Public Safety Scenarios in ns-3
Moreover, we present the implementation of two novel mobility models for ns-3, which can be used to enable the simulation of realistic PSC scenarios in ns-3.
Networking and Internet Architecture
Machine Learning at the Edge: A Data-Driven Architecture with Applications to 5G Cellular Networks
Then, we will describe how the controllers can be used to run ML algorithms to predict the number of users in each base station, and a use case in which these predictions are exploited by a higher-layer application to route vehicular traffic according to network Key Performance Indicators (KPIs).
Multi-Sector and Multi-Panel Performance in 5G mmWave Cellular Networks
The next generation of cellular networks (5G) will exploit the mmWave spectrum to increase the available capacity.
Networking and Internet Architecture Information Theory Information Theory
Integration of Carrier Aggregation and Dual Connectivity for the ns-3 mmWave Module
Thanks to the wide availability of bandwidth, the millimeter wave (mmWave) frequencies will provide very high data rates to mobile users in next generation 5G cellular networks.
Networking and Internet Architecture
End-to-End Simulation of 5G mmWave Networks
Due to its potential for multi-gigabit and low latency wireless links, millimeter wave (mmWave) technology is expected to play a central role in 5th generation cellular systems.
Networking and Internet Architecture
Performance Comparison of Dual Connectivity and Hard Handover for LTE-5G Tight Integration
However, when propagation conditions are hard and it is difficult to provide high quality coverage with mmWave BS, it is necessary to rely on previous generation LTE base stations, which make use of lower frequencies (900 MHz - 3. 5 GHz), which are less sensitive to blockage and experience lower pathloss.
Networking and Internet Architecture
