A survey of machine learning applications to handover management in 5G and beyond

MS Mollel, AI Abubakar, M Ozturk, SF Kaijage… - IEEE …, 2021 - ieeexplore.ieee.org
Handover (HO) is one of the key aspects of next-generation (NG) cellular communication
networks that need to be properly managed since it poses multiple threats to quality-of …

[引用][C] Adaptive modular fuzzy-based handover decision system for heterogeneous wireless networks

T Thumthawatworn, A Pervez, P Santiprabhob - International Journal of Networks and …, 2013

Performance analysis of handover management in 5G small cells

M Cicioğlu - Computer Standards & Interfaces, 2021 - Elsevier
In 5G networks, the coverage area of the base stations is smaller and the communications
are at higher frequencies. The small cell concept has risen with high mobility and small …

Self-optimization of handover control parameters for mobility management in 4G/5G heterogeneous networks

A Abdulraqeb, R Mardeni, AM Yusoff… - Automatic Control and …, 2019 - Springer
A large number of small cells in the next-generation mobile networks is expected to be
deployed to satisfy 5G requirements. Mobility management is one of the important issues …

Big data and machine learning driven handover management and forecasting

LP Tung, BSP Lin - 2017 IEEE Conference on Standards for …, 2017 - ieeexplore.ieee.org
Handover (HO), as a key aspect of mobility management, plays an important role in
improving network quality and mobility performance in mobile networks. Especially, in 5G …

Deep learning based adaptive handover optimization for ultra-dense 5G mobile networks

B Shubyn, N Lutsiv, O Syrotynskyi… - 2020 IEEE 15th …, 2020 - ieeexplore.ieee.org
An overview is devoted to the automation of fifth-generation mobile communications based
on the use of artificial intelligence. We suggest using GRU recurrent neural networks, as …

Intersystem handover decision model for heterogeneous wireless networks

TE Mathonsi, OP Kogeda… - 2018 Open Innovations …, 2018 - ieeexplore.ieee.org
The number of mobile users has exponentially grown over the past years, and these users
have the desire of always being connected wirelessly at any time anywhere, to the best …

An Intelligent handover process algorithm in 5G networks: The use case of mobile cameras for environmental surveillance

M Taha, L Parra, L Garcia… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
The environmental surveillance using cameras is extremely important for researchers to
monitor animal behaviors and as part of an environmental awareness program for children …

[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) …

Vertical handover-decision-making algorithm using fuzzy logic for the integrated Radio-and-OW system

J Hou, DC O'Brien - IEEE Transactions on Wireless …, 2006 - ieeexplore.ieee.org
Due to the complementary nature of radio and optical wireless (OW) both in capacity and
coverage, the combined use of both for data transmission could have advantages over a …