ALPACA: An Asymmetric Loss Prediction Algorithm for Channel Adaptation Based on a Convolutional-Recurrent Neural Network in URLLC Systems

K Glinskiy, AA Kureev, E Khorov - IEEE Access, 2023 - ieeexplore.ieee.org
A key feature of 5G systems is the Ultra-Reliable Low-Latency Communication (URLLC),
which can be used for remote surgery, smart grids, industrial control, etc. URLLC requires …

Experimental characterization of lte adaptive modulation and coding scheme under actual operating conditions

S Avallone, N Pasquino, S Zinno… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
4G Long Term Evolution (LTE) mobile system adopts Adaptive Modulation and Coding
(AMC) as a link adaption mechanism that is based on the User Equipment (UE) periodically …

QoE for Interactive Services in 5G Networks: Data-driven Analysis and ML-based Prediction

S Zinno, G Caso, N Pasquino, A Botta… - … on Network and …, 2024 - ieeexplore.ieee.org
Nowadays, the focus in 5G networks has shifted from Quality of Service (QoS) to Quality of
Experience (QoE) characterisation and prediction. As a matter of fact, mobile operators are …

Experimental characterization of long term evolution multiple input multiple output performance in urban propagation scenarios

S Avallone, N Pasquino, G Ventre… - 2018 Workshop on …, 2018 - ieeexplore.ieee.org
Wireless sensor and actuator networks are gaining momentum in the era of Industrial
Internet of Things IIoT. The usage of the close-loop data from sensors in the manufacturing …

Comparison of spectral and energy efficiency metrics using measurements in a LTE-A network

S Boumard, I Harjula, T Kanstrén… - 2018 Network Traffic …, 2018 - ieeexplore.ieee.org
Energy and spectral efficiencies are key metrics to assess the performance of networks and
compare different configurations or techniques. There are many ways to define those …

Multivariate LTE Performance Assessment through an Expectation-Maximization Algorithm Approach

N Pasquino, G Ventre, S Zinno… - … on Measurements & …, 2019 - ieeexplore.ieee.org
Quality characterization of a Long Term Evolution (LTE) cellular network with Multiple Input
Multiple Output (MIMO) configuration is carried out through an experimental multivariate …

[PDF][PDF] Smartphone-based drive-test methodology for the experimental characterisation of the physical layer and a performance assessment of LTE networks in urban …

S Avallone, N Pasquino, G Ventre, S Zinno - Acta IMEKO, 2019 - academia.edu
Long-term evolution (LTE) architecture has recently been enhanced by means of the
introduction of multi-antenna systems that make use of multiple input multiple output (MIMO) …

Field measurement for antenna configuration comparison in challenging NLOS locations

M Heikkilä, J Erkkilä, JK Tervonen… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
This paper has two main objectives. First, it describes the practical challenges of field trials
and proposes a developed test method. Second, the test method is used to compare the …

Multivariate Analysis of LTE Radio-Layer Parameters based on a Partitional Clustering Approach

N Pasquino, G Ventre, S Zinno… - 2019 II Workshop on …, 2019 - ieeexplore.ieee.org
One of the challenging tasks for Long Term Evolution (LTE) with Multiple Input Multiple
Output (MIMO) configuration is to improve network performance. To efficiently optimize radio …

[PDF][PDF] Measurement and Optimization of LTE Performance

S Zinno - Università Federico II Napoli, 2018 - core.ac.uk
Abstract 4G Long Term Evolution (LTE) mobile system is the fourth generation
communication system adopted worldwide to provide high-speed data connections and high …