A survey of handover management in mobile HetNets: current challenges and future directions

AU Rehman, MB Roslee, T Jun Jiat - Applied Sciences, 2023 - mdpi.com
With the rapid growth of data traffic and mobile devices, it is imperative to provide reliable
and stable services during mobility. Heterogeneous Networks (HetNets) and dense …

Deep learning-based intelligent dual connectivity for mobility management in dense network

C Wang, Z Zhao, Q Sun, H Zhang - 2018 IEEE 88th Vehicular …, 2018 - ieeexplore.ieee.org
Ultra-dense network deployment has been proposed as a key technique for achieving
capacity goals in the fifth-generation (5G) mobile communication system. However, the …

[HTML][HTML] 异构无线网络中基于模糊逻辑的分级垂直切换算法

马彬, 李尚儒, 谢显中 - 电子与信息学报, 2020 - jeit.ac.cn
在异构无线网络中, 针对综合考虑网络端和用户端参数的垂直切换算法, 参数权重难以确定,
同时基于模糊逻辑的垂直切换算法存在复杂度高的问题, 该文提出一种基于模糊逻辑的分级垂直 …

A hybrid MADM algorithm based on attribute weight and utility value for heterogeneous network selection

HW Yu, B Zhang - Journal of network and systems management, 2019 - Springer
When surrounded by the heterogeneous networks environment, mobile terminals are often
expected to select an optimal network quickly from the detected alternatives to ensure the …

LTE handover parameters optimization using Q-learning technique

A Abdelmohsen, M Abdelwahab, M Adel… - 2018 IEEE 61st …, 2018 - ieeexplore.ieee.org
Optimization of the LTE network is crucial to obtain the best performance. The handover
margin (HOM) and time to trigger (TTT) should be chosen so that the system will have …

A Method of User Travel Mode Recognition Based on Convolutional Neural Network and Cell Phone Signaling Data

Z Yang, Z Xie, Z Hou, C Ji, Z Deng, R Li, X Wu, L Zhao… - Electronics, 2023 - mdpi.com
As urbanization accelerates, traffic congestion in cities has become a problem. Therefore,
accurately identifying urban residents' travel patterns is crucial for urban traffic planning and …

Reduction in ping-pong effect in heterogeneous networks using fuzzy logic

B Naeem, R Ngah, SZM Hashim - Soft Computing, 2019 - Springer
Heterogeneous networks enable mobile users to stay connected anytime and from
anywhere, providing a platform for multiple radio technologies to cooperate in order to …

Innovative spectrum handoff process using a machine learning-based metaheuristic algorithm

V Srivastava, P Singh, PK Malik, R Singh, S Tanwar… - Sensors, 2023 - mdpi.com
A cognitive radio network (CRN) is an intelligent network that can detect unoccupied
spectrum space without interfering with the primary user (PU). Spectrum scarcity arises due …

Novel type-2 fuzzy logic technique for handover problems in a heterogeneous network

M Saeed, H Kamal, M El-Ghoneimy - Engineering Optimization, 2018 - Taylor & Francis
Small cells are deployed in the long-term evolution—advanced (LTE-A) data standard to
satisfy rapidly increasing data rates at hotspots and enhance coverage in buildings. Small …

Fuzzy-based game theoretic mobility management for energy efficient operation in HetNets

K Vasudeva, S Dikmese, İ Güven, A Mehbodniya… - IEEE …, 2017 - ieeexplore.ieee.org
The dense deployment of heterogeneous networks (HetNets) has shown to be a promising
direction to cope with the capacity demands in the future 5G wireless networks. The large …