Predictive pre-allocation for low-latency uplink access in industrial wireless networks
Driven by mission-critical applications in modern industrial systems, the 5th generation (5G)
communication system is expected to provide ultra-reliable low-latency communications …
communication system is expected to provide ultra-reliable low-latency communications …
Decentralized spectrum learning for radio collision mitigation in ultra-dense IoT networks: LoRaWAN case study and experiments
This paper describes the theoretical principles and experimental results of reinforcement
learning algorithms embedded into IoT devices (Internet of Things), in order to tackle the …
learning algorithms embedded into IoT devices (Internet of Things), in order to tackle the …
[HTML][HTML] Interference management for coexisting Internet of Things networks over unlicensed spectrum
The main building block of Internet of Things (IoT) ecosystem is providing low-cost scalable
connectivity for the radio/compute-constrained devices. This connectivity could be realized …
connectivity for the radio/compute-constrained devices. This connectivity could be realized …
Interplay between distributed AI workflow and URLLC
M Ganjalizadeh, HS Ghadikolaei… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Distributed artificial intelligence (AI) has recently accomplished tremendous breakthroughs
in various communication services, ranging from fault-tolerant factory automation to smart …
in various communication services, ranging from fault-tolerant factory automation to smart …
A context-aware radio resource management in heterogeneous virtual RANs
S Tripathi, C Puligheddu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
New-generation wireless networks are designed to support a wide range of services with
diverse key performance indicators (KPIs) requirements. A fundamental component of such …
diverse key performance indicators (KPIs) requirements. A fundamental component of such …
Intelligent Resource Management for eMBB and URLLC in 5G and beyond Wireless Networks
In the era of 5G and beyond wireless networks, the simultaneous support of enhanced
Mobile Broadband (eMBB) and Ultra-Reliable Low Latency Communications (URLLC) …
Mobile Broadband (eMBB) and Ultra-Reliable Low Latency Communications (URLLC) …
Reinforcement learning-based joint power and resource allocation for URLLC in 5G
M Elsayed, M Erol-Kantarci - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Next-generation wireless networks are moving rapidly towards supporting heterogeneous
services that bring along several challenges in radio resource allocation. In this paper, we …
services that bring along several challenges in radio resource allocation. In this paper, we …
Analysis of a contention-based approach over 5G NR for Federated Learning in an Industrial Internet of Things scenario
G Cuozzo, J Pettersson, M Condoluci - IEEE Access, 2023 - ieeexplore.ieee.org
The growing interest in new applications involving co-located heterogeneous requirements,
such as the Industrial Internet of Things (IIoT) paradigm, poses unprecedented challenges to …
such as the Industrial Internet of Things (IIoT) paradigm, poses unprecedented challenges to …
On the capacity of 5G NR grant-free scheduling with shared radio resources to support ultra-reliable and low-latency communications
5G and beyond networks are being designed to support the future digital society, where
numerous sensors, machinery, vehicles and humans will be connected in the so-called …
numerous sensors, machinery, vehicles and humans will be connected in the so-called …
Upper-confidence bound for channel selection in LPWA networks with retransmissions
R Bonnefoi, L Besson… - 2019 IEEE Wireless …, 2019 - ieeexplore.ieee.org
In this paper, we propose and evaluate different learning strategies based on Multi-Arm
Bandit (MAB) algorithms. They allow Internet of Things (IoT) devices to improve their access …
Bandit (MAB) algorithms. They allow Internet of Things (IoT) devices to improve their access …