A tutorial on environment-aware communications via channel knowledge map for 6G

Y Zeng, J Chen, J Xu, D Wu, X Xu, S Jin… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …

LTE-Advanced and the evolution to Beyond 4G (B4G) systems

IF Akyildiz, DM Gutierrez-Estevez, R Balakrishnan… - Physical …, 2014 - Elsevier
Cellular networks have been undergoing an extraordinarily fast evolution in the past years.
With commercial deployments of Release 8 (Rel-8) Long Term Evolution (LTE) already …

Vertical handover analysis for randomly deployed small cells in heterogeneous networks

TM Duong, S Kwon - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
In this paper, we analyze vertical handovers in heterogeneous networks. Vertical handovers
are an important ramification of user mobility in a heterogeneous wireless network since …

Kernel-based adaptive online reconstruction of coverage maps with side information

M Kasparick, RLG Cavalcante… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
In this paper, we address the problem of reconstructing coverage maps from path-loss
measurements in cellular networks. We propose and evaluate two kernel-based adaptive …

Performance analysis of heterogeneous cellular networks with HARQ under correlated interference

M Sheng, J Wen, J Li, B Liang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Hybrid automatic repeat request (HARQ) is widely used in heterogeneous cellular networks
(HCNs) to improve communication reliability. The temporal interference correlation caused …

A frame work of handover analysis for randomly deployed heterogeneous networks

TM Duong, S Kwon - Computer Networks, 2022 - Elsevier
In 5G HetNets, the massive deployments of small cells result in an excessive number of
handovers, including both vertical and horizontal handovers, which induces heavy …

Opportunistic device association for heterogeneous cellular networks with H2H/IoT co-existence under QoS guarantee

MK Elhattab, MM Elmesalawy… - IEEE Internet of Things …, 2017 - ieeexplore.ieee.org
The integration of Internet of Things (IoT) and heterogeneous cellular networks (HCNs)
forms a promising paradigm for next generation mobile systems. In this paper, a new …

Nonparametric radio maps reconstruction via elastic net regularization with multi-kernels

MA Gutierrez-Estevez, RLG Cavalcante… - 2018 IEEE 19th …, 2018 - ieeexplore.ieee.org
Radio maps can provide insightful information about the wireless environment to improve
flexibility and intelligence of wireless networks. Channel gain cartography aims at …

A method to reconstruct coverage loss maps based on matrix completion and adaptive sampling

S Chouvardas, S Valentin, M Draief… - … on Acoustics, Speech …, 2016 - ieeexplore.ieee.org
Accurate coverage maps are an important tool for network planning and operation but it is
often impossible to obtain these maps completely from measurements. In this paper we …

Hybrid model and data driven algorithm for online learning of any-to-any path loss maps

MA Gutierrez-Estevez, M Kasparick… - arXiv preprint arXiv …, 2021 - arxiv.org
Learning any-to-any (A2A) path loss maps, where the objective is the reconstruction of path
loss between any two given points in a map, might be a key enabler for many applications …