A survey of mmWave user association mechanisms and spectrum sharing approaches: An overview, open issues and challenges, future research trends
Fifth generation (5G) cellular networks promise to support multi-radio access technologies
(multi-RATs) with low and high frequencies aiming at delivering good coverage, several …
(multi-RATs) with low and high frequencies aiming at delivering good coverage, several …
Enabling efficient blockage-aware handover in RIS-assisted mmWave cellular networks
L Jiao, P Wang, A Alipour-Fanid… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Recently, networks operate at frequencies over 28 GHz (mmWave) have emerged as a
viable solution for 5G mobile networks to provide Gbps data rate. Due to the high directivity …
viable solution for 5G mobile networks to provide Gbps data rate. Due to the high directivity …
Handover management for mmWave networks with proactive performance prediction using camera images and deep reinforcement learning
Y Koda, K Nakashima, K Yamamoto… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
For millimeter-wave networks, this paper presents a paradigm shift for leveraging time-
consecutive camera images in handover decision problems. While making handover …
consecutive camera images in handover decision problems. While making handover …
Advanced mobility robustness optimization models in future mobile networks based on machine learning solutions
Ultra-dense heterogeneous networks (HetNets) are deployment scenarios in the advent of
fifth generation (5G) and beyond network generations. A massive number of small base …
fifth generation (5G) and beyond network generations. A massive number of small base …
Managing vertical handovers in millimeter wave heterogeneous networks
A promising solution to address the spectrum shortage in 5G cellular systems is the
deployment of millimeter wave (mmWave) heterogeneous networks (HetNets). However, a …
deployment of millimeter wave (mmWave) heterogeneous networks (HetNets). However, a …
Intelligent handover decision scheme using double deep reinforcement learning
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 …
inclusion of millimetre wave (mm-wave) frequencies, resulting in more intense base station …
Beam-based mobility management in 5G millimetre wave V2X communications: A survey and outlook
It is envisaged that 5G can enable many vehicular use cases that require high capacity, ultra-
low latency and high reliability. To support this, 5G proposes the use of dense small cells …
low latency and high reliability. To support this, 5G proposes the use of dense small cells …
DQN based user association control in hierarchical mobile edge computing systems for mobile IoT services
This paper proposes a new user association control method to maximize system utility in
terms of system throughput, edge throughput, and handover cost in mmWave-based HMEC …
terms of system throughput, edge throughput, and handover cost in mmWave-based HMEC …
Spatial and temporal contextual multi-armed bandit handovers in ultra-dense mmWave cellular networks
Although millimeter wave (mmWave) is a promising technology in 5G communication, its
severe path attenuation and susceptibility to line-of-sight (LOS) blockage result in much …
severe path attenuation and susceptibility to line-of-sight (LOS) blockage result in much …
Optimal handover optimization in future mobile heterogeneous network using integrated weighted and fuzzy logic models
High mobility travelling trains and drones connected via ultra-dense mobile networks may
lead to frequent handovers (HOs). As a consequence, this could arise the mobility problems …
lead to frequent handovers (HOs). As a consequence, this could arise the mobility problems …