[HTML][HTML] Data-driven handover optimization in small cell networks

S Kumari, B Singh - Wireless Networks, 2019 - Springer
Since the advent of 1G through 5G networks, telecommunication industry has gone through
phenomenal transformation in the way we communicate, we work, and we socialize. In …

Adaptive hysteresis margin based on fuzzy logic for handover in mobile networks with dense small cells

KDC Silva, Z Becvar, CRL Frances - IEEE Access, 2018 - ieeexplore.ieee.org
To satisfy requirements on future mobile network, a large number of small cells should be
deployed. In such scenario, mobility management becomes a critical issue in order to …

Machine learning–based mobility robustness optimization under dynamic cellular networks

MT Nguyen, S Kwon - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, we propose a machine learning-based mobility robustness optimization
algorithm to optimize handover parameters for seamless mobility under dynamic small-cell …

Multi-agent reinforcement learning for dynamic resource management in 6G in-X subnetworks

X Du, T Wang, Q Feng, C Ye, T Tao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The 6G network enables a subnetwork-wide evolution, resulting in a “network of
subnetworks”. However, due to the dynamic mobility of wireless subnetworks, the data …

Mobility management in ultra-dense networks: Handover skipping techniques

E Demarchou, C Psomas, I Krikidis - IEEE Access, 2018 - ieeexplore.ieee.org
Ultra-dense network deployment is a key technology for potentially achieving the capacity
target of next-generation wireless communication systems. However, such a deployment …

[HTML][HTML] Intelligent coordinated self-optimizing handover scheme for 4G/5G heterogeneous networks

A Alhammadi, WH Hassan, AA El-Saleh, I Shayea… - ICT Express, 2023 - Elsevier
Mobile connections and applications are growing unprecedentedly with the advent and
increasing popularity of wireless services worldwide, which greatly increases the demands …

Dqn-alrm based intelligent handover method for satellite-ground integrated network

J Yang, Z Xiao, H Cui, J Zhao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The satellite-ground integrated network (SGIN), consisting of satellites and ground base
stations, is regarded as the trend to solve the problem of global coverage. However, highly …

[HTML][HTML] Multi-criteria handover management using entropy‐based SAW method for SDN-based 5G small cells

M Cicioğlu - Wireless Networks, 2021 - Springer
The high data traffic requirements of the new generation 5G networks will be satisfied with
effective and efficient mobility and handover management. However, dense or ultra-dense …

[HTML][HTML] Mobility management in HetNets: a learning-based perspective

M Simsek, M Bennis, I Guvenc - EURASIP Journal on Wireless …, 2015 - Springer
Heterogeneous networks (HetNets) are expected to be a key feature of long-term evolution
(LTE)-advanced networks and beyond and are essential for providing ubiquitous broadband …

Tractable mobility model for multi-connectivity in 5G user-centric ultra-dense networks

H Zhang, W Huang - IEEE Access, 2018 - ieeexplore.ieee.org
With the network densification, frequent handovers may degrade mobility reliability, cause
heavy signaling load thus blocking the improvement of network capacity. This paper aims at …