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A tutorial on environment-aware communications via channel knowledge map for 6G
Sixth-generation (6G) mobile communication networks are expected to have dense
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …
infrastructures, large antenna size, wide bandwidth, cost-effective hardware, diversified …
Transfer learning for wireless networks: A comprehensive survey
With outstanding features, machine learning (ML) has become the backbone of numerous
applications in wireless networks. However, the conventional ML approaches face many …
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 …
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
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 …
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
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
capacity and data rates being the main topics under discussion when envisioning the Fifth …