Precipitated Handover Decision Detection in LTE Networks Through Recurrent Neural Networks

RKG Reis, JJA Arnez, CBB De Souza… - 2023 IEEE Latin …, 2023 - ieeexplore.ieee.org
The handover decision algorithms based on the Reference Signal Received Power (RSRP)
are sensitive to measurement errors and oscillation of the user's geographic position …

Detecção de decisões precipitadas de Handover em Redes LTE utilizando Redes Neurais Recorrentes

RKG Reis - 2023 - riu.ufam.edu.br
The handover decision algorithms based on the Received Reference Signal Power (RSRP)
are sensitive to measurement errors and oscillation of the user's geographic position …

A Predictive Handover Approach in LTE Networks with Measurements and Decision Tree Algorithms (Case Study City of Quito)

PV Viviana, R Cristian, N Henry… - Revista …, 2023 - scielo.senescyt.gob.ec
Resumen VIVIANA, Parraga Villamar,; CRISTIAN, Rocha,; HENRY, Navarrete, y PABLO,
Lupera-Morillo,. A Predictive Handover Approach in LTE Networks with Measurements and …

Handover Method Based on Time Series Analysis

AC Büyükşirin, EM Çırpar, MB Kömürcü… - 2023 31st Signal …, 2023 - ieeexplore.ieee.org
In order to meet the increasing data traffic demand in 5G and beyond mobile communication
systems, it is expected that the number of cells will increase, leading to more frequent …

[PDF][PDF] Intelligent network selection for vertical handover optimization in LTE-advanced

AM Miyim - WSEAS Transactions on Communications, 2015 - wseas.com
Vertical handover decision (VHD) is a complex strategy in heterogeneous wireless networks
because of its significance on network application and performance. The mechanism …

Reducing spurious handovers in dense LTE networks based on signal strength look-ahead

S Biswas, S Chakraborty… - 2018 14th International …, 2018 - ieeexplore.ieee.org
Handover, the process of transferring a call or data session from one base station to another
without disconnection, is an important problem in LTE networks. Several handover …

Machine learning based handover management for LTE Networks with coverage Holes

TCB Guerra - 2018 - repositorio.ufrn.br
Legacy strategies have been adapted to fulfill the increasing demand for wireless
broadband internet access. One of them, the Hierarchical Cell Structure (HCS), that is …

Machine learning-based solutions for handover decisions in non-terrestrial networks

MK Dahouda, S Jin, I Joe - Electronics, 2023 - mdpi.com
The non-terrestrial network (NTN) is a network that uses radio frequency (RF) resources
mounted on satellites and includes satellite-based communications networks, high altitude …

A machine learning approach for handover in lte networks with signal obstructions

TC de Brito Guerra, YR Dantas… - … of Communication and …, 2020 - jcis.sbrt.org.br
Legacy cell-deployment strategies have been adapted to fulfill the increasing demand for
wireless broadband internet access. One of them, the Hierarchical Cell Structure (HCS), that …

Direction prediction assisted handover using the multilayer perception neural network to reduce the handover time delays in LTE networks

JF Abuhasnah, FK Muradov - Procedia computer science, 2017 - Elsevier
Nowadays, the rapid increase in the development of the wireless communication, the
Evolved Universal Terrestrial Radio Access (E-UTRA) of the Long Term Evolution (LTE) is …