Predicting the path loss of wireless channel models using machine learning techniques in mmwave urban communications

S Aldossari, KC Chen - 2019 22nd International Symposium on …, 2019 - ieeexplore.ieee.org
The classic wireless communication channel modeling is performed using Deterministic and
Stochastic channel methodologies. Machine learning (ML) emerges to revolutionize system …

Machine learning for wireless communication channel modeling: An overview

SM Aldossari, KC Chen - Wireless Personal Communications, 2019 - Springer
Channel modeling is fundamental to design wireless communication systems. A common
practice is to conduct tremendous amount of channel measurement data and then to derive …

A big data enabled channel model for 5G wireless communication systems

J Huang, CX Wang, L Bai, J Sun, Y Yang… - … Transactions on Big …, 2018 - ieeexplore.ieee.org
The standardization process of the fifth generation (5G) wireless communications has
recently been accelerated and the first commercial 5G services would be provided as early …

Map-based millimeter-wave channel models: An overview, data for B5G evaluation and machine learning

YG Lim, YJ Cho, MS Sim, Y Kim… - IEEE Wireless …, 2020 - ieeexplore.ieee.org
Within the mm-Wave range of the B5G communication systems, there will appear many
types of applications with different link types. In discussions on how to cover the various …

Semi-deterministic dynamic millimeter-wave channel modeling based on an optimal neural network approach

X Zhao, Z Fu, W Fan, Y Zhang, S Geng… - … on Antennas and …, 2022 - ieeexplore.ieee.org
Billions of mobile terminals will be deployed in various Internet of Things (IoT), in which
millimeter-wave (mmWave) technology will be gradually applied. Accurate modeling and …

Millimeter wave channel modeling via generative neural networks

W Xia, S Rangan, M Mezzavilla… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Statistical channel models are instrumental to design and evaluate wireless communication
systems. In the millimeter wave bands, such models become acutely challenging; they must …

5G channel characterization at millimeter-wave for baghdad city: An NYUSIM-based approach

A Al-Shuwaili, TM Jamel - … on Systems, Signals & Devices (SSD …, 2021 - ieeexplore.ieee.org
The massive bandwidth available at millimeter-wave (mmWave) spectrum can
accommodate the increasing capacity demands in 5G systems and beyond. However, the …

A statistical analysis of channel modeling for 5G mmWave communications

R Hasan, MM Mowla, MA Rashid… - 2019 International …, 2019 - ieeexplore.ieee.org
Millimeter wave (mmWave) communication is considered as a key technology in fifth
generation (5G) wireless communication standard to meet the skyrocketing demand of traffic …

Validation of a geometry-based statistical mmwave channel model using ray-tracing simulation

Q Li, H Shirani-Mehr, T Balercia… - 2015 IEEE 81st …, 2015 - ieeexplore.ieee.org
Next-generation wireless communications systems are expected to exploit frequency bands
above 6 GHz. An important transition towards such bands will be design of channel models …

[HTML][HTML] Propagation channel characterization for mobile communication based on measurement campaign and simulation

OO Erunkulu, TI Gwebu, AM Zungeru, C Lebekwe… - Results in …, 2023 - Elsevier
Predicting the coverage area of mobile networks across various frequency bands is a critical
concern in wireless communication. Each frequency band exhibits distinct propagation …