Graph-based deep learning for communication networks: A survey

W Jiang - Computer Communications, 2022 - Elsevier
… the applications of GNNs in wireless networks, our survey has a … The scope of communication
networks used in this survey is … Stochastic perturbations appear in the communication

Deep reinforcement learning based intelligent reflecting surface optimization for MISO communication systems

K Feng, Q Wang, X Li, CK Wen - … Wireless Communications …, 2020 - ieeexplore.ieee.org
This letter investigates the intelligent reflecting surface (IRS)-aided multiple-input single-output
wireless transmission system. Particularly, the optimization of the passive phase shift of …

UAV-to-ground communications: Channel modeling and UAV selection

PS Bithas, V Nikolaidis, AG Kanatas… - … on Communications, 2020 - ieeexplore.ieee.org
… His current research interests include stochastic modeling of wireless communication
channels and the design and performance analysis of vehicular communication systems. …

Wireless communications through reconfigurable intelligent surfaces

E Basar, M Di Renzo, J De Rosny, M Debbah… - IEEE …, 2019 - ieeexplore.ieee.org
… in modern and future wireless communication systems. The … radio environment, in which
the highly probabilistic wirelesstransmission scenario with no user mobility and no random

[图书][B] Stochastic Models for Carcinogenesis

WY Tan - 2020 - taylorfrancis.com
… For providing biological support for the stochastic models of carcino genesis, in this chapter
we present a brief review of the most recent developments of cancer biology. By using …

A reinforcement learning framework for optimizing age of information in RF-powered communication systems

MA Abd-Elmagid, HS Dhillon… - … on Communications, 2020 - ieeexplore.ieee.org
… are powered through wireless energy transfer (WET) by the destination. For this system setup,
… To solve this optimization problem, we first model this setup as an average cost Markov …

On the performance of RIS-assisted dual-hop UAV communication systems

L Yang, F Meng, J Zhang, MO Hasna… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… mance of unmanned aerial vehicle (UAV) communication systems, we propose a reconfigurable
intelligent surface (RIS)-assisted UAV scheme where an RIS installed on a building is …

A survey on terahertz communications

Z Chen, X Ma, B Zhang, Y Zhang, Z Niu… - … Communications, 2019 - ieeexplore.ieee.org
… data rates have doubled every 18 months [1], the wireless communication systems show a
… In [197], a random THz channel model for the wireless data center is established, and the …

Cooperative communications with relay selection based on deep reinforcement learning in wireless sensor networks

Y Su, X Lu, Y Zhao, L Huang, X Du - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
… spectrum utilization in wireless communication systems in the … in the wireless network to
realize path transmission sharing, … class of stochastic processes, its original model is Markov …

Secret key generation for intelligent reflecting surface assisted wireless communication networks

Z Ji, PL Yeoh, D Zhang, G Chen… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
We propose and analyze secret key generation using intelligent reflecting surface (IRS)
assisted wireless communication networks. To this end, we first formulate the minimum …