Wireless 6g connectivity for massive number of devices and critical services

AE Kalor, G Durisi, S Coleri, S Parkvall… - Proceedings of the …, 2024 - ieeexplore.ieee.org
Compared to the generations up to 4G, whose main focus was on broadband and coverage
aspects, 5G has expanded the scope of wireless cellular systems toward embracing two …

Multivariate extreme value theory based channel modeling for ultra-reliable communications

N Mehrnia, S Coleri - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Attaining ultra-reliable communication (URC) in fifth-generation (5G) and beyond networks
requires deriving statistics of channel in ultra-reliable region by modeling the extreme …

Event-Triggered Reinforcement Learning Based Joint Resource Allocation for Ultra-Reliable Low-Latency V2X Communications

N Khan, S Coleri - IEEE Transactions on Vehicular Technology, 2024 - ieeexplore.ieee.org
Future 6G-enabled vehicular networks face the challenge of ensuring ultra-reliable low-
latency communication (URLLC) for delivering safety-critical information in a timely manner …

Extreme Value Theory-based Robust Minimum-Power Precoding for URLLC

DE Pérez, OLA López, H Alves - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Channel state information (CSI) is crucial for achieving ultra-reliable low-latency
communication (URLLC) in wireless networks. The main associated problems are the CSI …

Towards Efficient 6G IoT Networks: A Perspective on Resource Optimization Strategies, Challenges, and Future Directions

Z Liwen, F Qamar, M Liaqat, MN Hindia… - IEEE Access, 2024 - ieeexplore.ieee.org
The next generation (6G) wireless communication technology has super advantages in high
transmission rates scenarios. Internet of Things (IoT) has been applied in recent years due …

Incorporation of confidence interval into rate selection based on the extreme value theory for ultra-reliable communications

N Mehrnia, S Coleri - … on Networks and Communications & 6G …, 2022 - ieeexplore.ieee.org
Proper determination of the transmission rate in ultra-reliable low latency communication
(URLLC) needs to incorporate a confidence interval (CI) for the estimated parameters due to …

Low-Complexity Prediction of Energy Statistic Exceedance Probability for - Variates

A Coluccia, A Fascista - IEEE Signal Processing Letters, 2024 - ieeexplore.ieee.org
Characterization of the exceedance probability (EP) of the energy statistic (ES) plays a
fundamental role in several signal processing applications, including radar (eg, probability …

Capturing rare network conditions to dimension resources for ultra-reliable communication

A Gomes, J Kibiłda, LA DaSilva - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Dimensioning for ultra-reliable communication is challenging because it requires massive
amounts of data to capture rare network conditions, which is time-consuming, or even …

Multi-agent reinforcement learning based joint resource allocation for ultra-reliable low-latency vehicular communication

N Khan - Authorea Preprints, 2023 - techrxiv.org
Future vehicular networks must ensure ultra-reliable low-latency communication (URLLC)
for the timely delivery of safety-critical information. Previously proposed resource allocation …

GANs for EVT Based Model Parameter Estimation in Real-time Ultra-Reliable Communication

P Valiahdi, S Coleri - arXiv preprint arXiv:2401.10280, 2024 - arxiv.org
The Ultra-Reliable Low-Latency Communications (URLLC) paradigm in sixth-generation
(6G) systems heavily relies on precise channel modeling, especially when dealing with rare …