Anomaly detection in mobile networks

A Nediyanchath, C Singh, HJ Singh… - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
With the widespread usage of 4G technologies and the upcoming promise of 5G networks,
there is a strong need for increased network performance and reliability. However, as these …

Distributed self optimization techniques for heterogeneous network environments using active antenna tilt systems

MN Qureshi, MI Tiwana, M Haddad - Telecommunication Systems, 2019 - Springer
Active antenna systems in 4G and upcoming 5G networks offer the ability to electronically
steer an antenna beam in any desired direction. This unique feature makes them a suitable …

Гибридная наземно-воздушная самоорганизующаяся беспроводная сеть связи

ВИ ТАТАРИНОВ, ОА МИХАЛЁВ - ИНФОРМАЦИЯ И КОСМОС …, 2022 - elibrary.ru
В последние годы в среде беспроводных сетей происходят глобальные изменения,
которые проявляются не только в увеличении спроса на услуги и скорости передачи, но …

Putting intelligence in the network edge through NFV and cloud computing: the SESAME approach

IP Chochliouros, AS Spiliopoulou… - … Applications of Neural …, 2017 - Springer
The core challenges in the actual SESAME EU-funded project is to develop an ecosystem to
sustain network infrastructure openness, built on the pillars of network functions …

[PDF][PDF] Performance analysis of 4G broadband cellular networks

AA Almazroi - International Journal of Advanced and Applied …, 2018 - academia.edu
Mobile and wireless networks have recently seen a remarkable development at the global
level. This applies to previous and current generations, which have seen the development of …

Downlink spectrum allocation in 5g hetnets

TR Omar, AE Kamal, JM Chang - 2014 International Wireless …, 2014 - ieeexplore.ieee.org
Fifth generation mobile systems (5G) target an Average Area Spectral Efficiency (AASE)
over hundred Gbps/km 2/user for future mobile systems with an Energy Dissipation (ED) per …

SENTINEL: Self Protecting 5G Core Control Plane from DDoS Attacks for High Availability Service

A Chilukuri, S Vittal, AA Franklin - 2023 15th International …, 2023 - ieeexplore.ieee.org
Current advancements in the 5G network slicing admit a huge number of users avail a
variety of services from the 5G Core network (5GC). While this is impressive, it opens the …

Enhancing network management via NFV, MEC, cloud computing and cognitive features: the “5G ESSENCE” modern architectural approach

IP Chochliouros, AS Spiliopoulou, A Kourtis… - … and Innovations: AIAI …, 2018 - Springer
The paper work presents the essential architectural approach that has been proposed in the
framework of the modern “5G-ESSENCE” EU-funded project, intending to develop a suitable …

RANSight: Programmable Telemetry for Next-Generation Open Radio Access Networks

A Kak, VQ Pham, HT Thieu… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
The increasing complexity of cellular networks has resulted in dynamic network performance
optimization (NPO) playing a critical role in streamlining network operations. While the …

Radial Basis Gated Unit-Recurrent Neural Network (RBGU-RNN) Algorithm

NF Rollin, S Giquel, MA Chantal, A Raoul, E Remy… - SN Computer …, 2023 - Springer
Abstract Radial Basis Gated Unit-Recurrent Neural Network (RBGU-RNN) algorithm is a
new architecture-based on recurrent neural network which combines a Radial Basis Gated …