Mobility robustness optimization based on radio link failure prediction

YW Mal, JL Chen, HK Lin - 2018 Tenth International …, 2018 - ieeexplore.ieee.org
This work proposes a Mobility Robustness Optimization (MRO) mechanism that is based on
radio link failure prediction, called MBRP, for dealing with Radio Link Failures (RLFs) during …

RACH optimization with decision tree based supervised learning for conditional handover in 5G beamformed systems

U Karabulut, A Awada, I Viering, AN Barreto… - arXiv preprint arXiv …, 2019 - arxiv.org
Higher frequencies that are introduced in 5G networks cause rapid signal degradation and
challenge user mobility. In recent studies, a conditional handover procedure has been …

Mobility management in the applications of 5G and beyond: a handover skipping topology analysis

SM Asad, PV Klaine, RNB Rais… - 2022 4th Global …, 2022 - ieeexplore.ieee.org
This paper introduces handover (HO) skipping topology analysis that adjust the HO Skipping
of 5G and beyond applications to improve the overall network performance and diminish …

Key challenges, drivers and solutions for mobility management in 5G networks: A survey

I Shayea, M Ergen, MH Azmi, SA Çolak, R Nordin… - IEEE …, 2020 - ieeexplore.ieee.org
Ensuring a seamless connection during the mobility of various User Equipments (UEs) will
be one of the major challenges facing the practical implementation of the Fifth Generation …

[PDF][PDF] Handover Reduction in 5G High-Speed Network Using ML-Assisted User-Centric Channel Allocation.

M Raeisi, AB Sesay - IEEE Access, 2023 - academia.edu
In this paper, we propose a novel user-centric channel allocation scheme for high-speed
terrestrial users of the Fifth Generation (5G) network in the millimetre-Wave (mm-Wave) …

Intelligent handover decision scheme using double deep reinforcement learning

MS Mollel, AI Abubakar, M Ozturk, S Kaijage… - Physical …, 2020 - Elsevier
Handovers (HOs) have been envisioned to be more challenging in 5G networks due to the
inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station …

[PDF][PDF] Efficient Handover Approach in 5G Mobile Networks

M Alnabhan, E Al-qatawneh… - Int. J. Adv. Sci. Eng …, 2020 - pdfs.semanticscholar.org
Femtocell technology has improved cellular coverage and capacity allowing the provision of
rich and interactive communication services in current mobile networks. However, this …

Performance evaluation study on a multiple-parameter handoff algorithm

U Baroudi, F Al-Nasser - The International Conference on …, 2011 - ieeexplore.ieee.org
One of major objectives of the 4G wireless network architecture is to facilitate seamless
mobility of users between heterogeneous networks while satisfying QoS requirements. The …

Efficient handover algorithm in 5G networks using deep learning

ZH Huang, YL Hsu, PK Chang… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
In 5G networks, microcells are densely deployed for the spatial reuse to cooperate with the
traditional macrocells, and thus a moving user equipment (UE) usually experiences a more …

A novel unified handover algorithm for LTE-A

SH Srikantamurthy… - 2021 17th International …, 2021 - ieeexplore.ieee.org
In today's mobile networks, handover (HO) decisions are performed based on static
thresholds of eg the “Received Signal Radio Power”(RSRP) or the “Received Signal Radio …