Toward an intelligent edge: Wireless communication meets machine learning

G Zhu, D Liu, Y Du, C You, J Zhang… - IEEE communications …, 2020 - ieeexplore.ieee.org
… between communication and learning in edge learning systems. To … design guidelines for
wireless communication in edge learning, … To simulate the distributed mobile data, we random- …

Multi-agent reinforcement learning-based resource allocation for UAV networks

J Cui, Y Liu, A Nallanathan - … on Wireless Communications, 2019 - ieeexplore.ieee.org
… and on-demand wireless communications. This article … of multiple UAVs enabled
communication networks with the goal of … to model the formulated problem (15) by adopting a …

An overview of signal processing techniques for terahertz communications

H Sarieddeen, MS Alouini… - Proceedings of the …, 2021 - ieeexplore.ieee.org
communications are a key enabler for future-generation wireless communication systems
Although stochastic models for the electronic noise at THz receivers are still lacking, in [179]…

Survey on aerial radio access networks: Toward a comprehensive 6G access infrastructure

NN Dao, QV Pham, NH Tu, TT Thanh… - … Communications …, 2021 - ieeexplore.ieee.org
… ARANs are expected to support the development of seamless mobile communication systems
toward … by a two-ray model. 2) Stochastic Models: In stochastic channel models, the fading …

Wireless communications with reconfigurable intelligent surface: Path loss modeling and experimental measurement

W Tang, MZ Chen, X Chen, JY Dai… - … communications, 2020 - ieeexplore.ieee.org
… output (SISO) wireless communication system as shown in Fig. 2. Since this article aims to
study the free-space path loss modeling of RIS-assisted wireless communications, the direct …

Network-based modeling and proportional–integral control for direct-drive-wheel systems in wireless network environments

D Zhang, QL Han, XM Zhang - IEEE transactions on …, 2019 - ieeexplore.ieee.org
… and taking network-induced delays and stochastic packet … control system is modeled as a
stochastic impulsive system with … control systems, various wired communication networks are …

Artificial-noise-aided secure MIMO wireless communications via intelligent reflecting surface

S Hong, C Pan, H Ren, K Wang… - … on Communications, 2020 - ieeexplore.ieee.org
… in an AN-aided MIMO communication system for the physical layer security enhancement. …
the AN random vector with zero mean and covariance matrix Z. Assuming that the wireless

Deep deterministic policy gradient (DDPG)-based energy harvesting wireless communications

C Qiu, Y Hu, Y Chen, B Zeng - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
… with finite epochs of an energy harvesting communication system with the KKT condition. In
… “Data-driven stochastic models and policies for energy harvesting sensor communications,” …

Machine learning in the air

D Gündüz, P De Kerret, ND Sidiropoulos… - … in Communications, 2019 - ieeexplore.ieee.org
… will highlight some specific problems in wireless communication networks, and in particular …
more advanced geometry-based COST 2100 stochastic channel model [48]. An autoencoder …

Fog computing enabled future mobile communication networks: A convergence of communication and computing

Y Zhou, L Tian, L Liu, Y Qi - IEEE Communications Magazine, 2019 - ieeexplore.ieee.org
… The introduction of fog computing in future mobile networks makes COM2P possible. This …
enabled mobile communication networks (FogMNW), including network architecture, system