Prediction-based conditional handover for 5G mm-wave networks: A deep-learning approach

C Lee, H Cho, S Song, JM Chung - IEEE Vehicular Technology …, 2020 - ieeexplore.ieee.org
Conditional handover (CHO) is one of several promising mobility enhancements in 5G
networks. By making preparation decisions earlier than in LTE HO, CHO can provide an …

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 …

Beam-centric handover decision in dense 5G-mmWave networks

A Kose, CH Foh, H Lee… - 2020 IEEE 31st annual …, 2020 - ieeexplore.ieee.org
In the 5G network, dense deployment and millimetre wave (mmWave) are some of the key
approaches to boost network capacity. Dense deployment of mmWave small cells using …

Enhancing handover for 5G mmWave mobile networks using jump Markov linear system and deep reinforcement learning

M Chiputa, M Zhang, GGMN Ali, PHJ Chong, H Sabit… - Sensors, 2022 - mdpi.com
The Fifth Generation (5G) mobile networks use millimeter waves (mmWaves) to offer gigabit
data rates. However, unlike microwaves, mmWave links are prone to user and topographic …

A dual-connection based handover scheme for ultra-dense millimeter-wave cellular networks

S Kang, S Choi, G Lee, S Bahk - 2019 IEEE Global …, 2019 - ieeexplore.ieee.org
Mobile users in an ultra-dense millimeter-wave cellular network experience handover
events more frequently than in conventional networks, which results in increased service …

An efficient mobility management scheme for 5G network architectures

I Kosmopoulos, E Skondras, A Michalas… - 2020 5th South-East …, 2020 - ieeexplore.ieee.org
Fifth generation (5G) networks use heterogeneous network access technologies to support
Mobile Nodes (MNs) with multiple services with different Quality of Service (QoS) …

PBPHS: a profile-based predictive handover strategy for 5G networks

J Sun, Y Zhang, M Trik - Cybernetics and Systems, 2024 - Taylor & Francis
One of the necessities of mobile networks is uninterrupted access to wireless services,
taking into account the requirements of quality of service. With the development of the fifth …

Evolutionary 4G/5G network architecture assisted efficient handover signaling

A Jain, E Lopez-Aguilera, I Demirkol - IEEE access, 2018 - ieeexplore.ieee.org
Future wireless networks are expected to be ultra-dense and heterogeneous not just in
terms of the number and type of base stations but also in terms of the number of users and …

Partially blind handovers for mmWave new radio aided by sub-6 GHz LTE signaling

FB Mismar, BL Evans - 2018 IEEE International Conference on …, 2018 - ieeexplore.ieee.org
For a base station that supports cellular communications in sub-6 GHz LTE and millimeter
(mmWave) bands, we propose a supervised machine learning algorithm to improve the …

The SMART handoff policy for millimeter wave heterogeneous cellular networks

Y Sun, G Feng, S Qin, YC Liang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The millimeter wave (mmWave) radio band is promising for the next-generation
heterogeneous cellular networks (HetNets) due to its large bandwidth available for meeting …