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

Y Zeng, J Chen, J Xu, D Wu, X Xu, S **… - … 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 …

Transfer learning for wireless networks: A comprehensive survey

CT Nguyen, N Van Huynh, NH Chu… - Proceedings of the …, 2022 - ieeexplore.ieee.org
With outstanding features, machine learning (ML) has become the backbone of numerous
applications in wireless networks. However, the conventional ML approaches face many …

Path loss prediction based on machine learning: Principle, method, and data expansion

Y Zhang, J Wen, G Yang, Z He, J Wang - Applied Sciences, 2019 - mdpi.com
Path loss prediction is of great significance for the performance optimization of wireless
networks. With the development and deployment of the fifth-generation (5G) mobile …

[HTML][HTML] Development of a multilayer perceptron neural network for optimal predictive modeling in urban microcellular radio environments

J Isabona, AL Imoize, S Ojo, O Karunwi, Y Kim… - Applied Sciences, 2022 - mdpi.com
Modern cellular communication networks are already being perturbed by large and steadily
increasing mobile subscribers in high demand for better service quality. To constantly and …

Wireless transmissions, propagation and channel modelling for IoT technologies: Applications and challenges

HAH Alobaidy, MJ Singh, M Behjati, R Nordin… - IEEE …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has rapidly expanded for a wide range of applications towards a
smart future world by connecting everything. As a result, new challenges emerge in meeting …

[LIVRE][B] Principles of spread-spectrum communication systems

D Torrieri - 2005 - Springer
This book provides a comprehensive and intensive examination of spreadspectrum
communication systems that is suitable for graduate students, practicing engineers, and …

Best practice in RSS measurements and ranging

A Zanella - IEEE Communications Surveys & Tutorials, 2016 - ieeexplore.ieee.org
The term “ranging” is often used to indicate the operations that make it possible to estimate
the distance between two nodes by processing some signals generated and/or received by …

[HTML][HTML] Large scale survey for radio propagation in develo** machine learning model for path losses in communication systems

H Chiroma, P Nickolas, N Faruk, E Alozie, IFY Olayinka… - Scientific African, 2023 - Elsevier
Several orthodox approaches, such as empirical methods and deterministic methods, had
earlier been used for the prediction of path loss in wireless communication systems. These …

Cellular-base-station-assisted device-to-device communications in TV white space

G Ding, J Wang, Q Wu, YD Yao, F Song… - IEEE Journal on …, 2015 - ieeexplore.ieee.org
This paper presents a systematic approach to exploiting TV white space (TVWS) for device-
to-device (D2D) communications with the aid of the existing cellular infrastructure. The goal …

A survey on coverage enhancement in cellular networks: Challenges and solutions for future deployments

R Borralho, A Mohamed, AU Quddus… - … Surveys & Tutorials, 2021 - ieeexplore.ieee.org
Seamless and ubiquitous coverage are key factors for future cellular networks. Despite
capacity and data rates being the main topics under discussion when envisioning the Fifth …