Integration of RIC and xApps for Open-Radio Access Network for Performance Optimization

MM Usha, G Sadashivappa… - 2023 7th International …, 2023 - ieeexplore.ieee.org
The evolution of wireless communication networks has led to the emergence of Open Radio
Access Network (O-RAN) as a promising paradigm for enhancing network flexibility …

AI/ML for multi-technology RAN automation with full and limited infrastructure support

Z Ali - 2023 - upcommons.upc.edu
(English) This thesis studies and proposes solutions to some of the most relevant challenges
in the Radio Access Network (RAN) management arising from its evolution beyond 5G and …

Low-cost Beam-combining Architecture for O-RUs in mmWave Massive MIMO based 5G O-RAN System

AK Sah, SK Singh, SK Vankayala… - 2022 IEEE …, 2022 - ieeexplore.ieee.org
The number of transmit and receive antennas is being scaled up for the upcoming millimeter-
wave massive multiple-input multiple-output (MIMO) based fifth generation (5G) open radio …

[PDF][PDF] Τεχνικές ανάπτυξης αλγορίθμων μηχανικής μάθησης: επισκόπηση μεθόδων και εφαρμογή σε ναυτιλιακά δεδομένα

Β Καραμπλιάς - 2024 - dspace.lib.ntua.gr
Περίληψη Στόχος της παρούσας εργασίας είναι η εμβάθυνση στο πεδίο της Μηχανικής
Μάθησης και των τεχνικών που περιλαμβάνει καθώς και η εφαρμογή αυτών στον τομέα της …

[PDF][PDF] Towards more intelligent wireless access networks

P Li - 2023 - research-information.bris.ac.uk
With the introduction of machine learning (ML) technologies, the development of wireless
access networks has gained more significant momentum, enabling WiFi and radio access …

5G-Advanced Mobile Communication: New Concepts and Research Challenges

DA Milovanovic, ZS Bojkovic… - Driving 5G Mobile …, 2023 - taylorfrancis.com
Mobile communications are continuously innovating and developing. Mobile networks cover
different requirements, standardized technical specifications, and various implementation …

[PDF][PDF] Τεχνικές επεξεργασίας και ανάλυσης ηλεκτροεγκεφαλικών σημάτων για την αξιολόγηση της γνωστικής απόκρισης του αθρώπινου εγκεφάλου

Α Γιαννόπουλος - 2024 - dspace.lib.ntua.gr
Περίληψη Η παρούσα διδακτορική διατριβή συντέθηκε με βάση μια σειρά από τεχνικές και
πειραματικές ενότητες, στοχευμένες κυρίως στην παρουσίαση και την εφαρμογή προηγμένων …

The Improved Automotive Network Optimization Scheme Through Time Series Analysis Using AI/ML

P Gupta, D Banerjee - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
The car industry is pressured to lessen its environmental impact and the cost of proudly
owning and working a vehicle. Researchers have evolved a stepped-forward car network …

The Smart Predictive Network Maintenance Model using AI/ML Time Series Analysis in Cloud Networks

S Prabha, R Upadhyay… - … Computing and Wireless …, 2024 - ieeexplore.ieee.org
The ever-growing amount of facts generated from cloud networks requires a new predictive
version for community renovation. System learning (ML) and synthetic Intelligence (AI) have …

Analysis of AI/ML algorithms for the management of open 5G mobile networks: xApps in O-RAN

D Boukhayar Bouazza - 2022 - riunet.upv.es
[EN] One of the key enabling elements of the new 5G technology is the virtualization of the
traditional hardware components of telecommunication networks. In 5G, traditional …