Integrated sensing and communication in 6G: Motivations, use cases, requirements, challenges and future directions

DKP Tan, J He, Y Li, A Bayesteh… - … Communications & …, 2021 - ieeexplore.ieee.org
Cellular mobile communication systems have evolved … New generations of cellular networks
emerge every 10 years or so … , stochastic models which include geometry-based stochastic

[图书][B] Algorithms for communications systems and their applications

N Benvenuto, G Cherubini, S Tomasin - 2021 - books.google.com
… In this chapter, we recall some concepts on signal theory and random processes. For an
in-… We will conclude with the study of random processes, with emphasis on the statistical …

Transmission through large intelligent surfaces: A new frontier in wireless communications

E Basar - … Conference on Networks and Communications  …, 2019 - ieeexplore.ieee.org
… put forward as a promising candidate for future wireless communication systems and standards.
For the considered LIS-assisted system, a general mathematical framework is presented …

A comprehensive survey on millimeter wave communications for fifth-generation wireless networks: Feasibility and challenges

AN Uwaechia, NM Mahyuddin - IEEE Access, 2020 - ieeexplore.ieee.org
… for mmWave is envisioned as an essential part of the 5G wireless communication networks.
… -based stochastic models (GBSMs) and non-geometry based stochastic models (NGSMs), …

Communication-efficient and distributed learning over wireless networks: Principles and applications

J Park, S Samarakoon, A Elgabli, J Kim… - Proceedings of the …, 2021 - ieeexplore.ieee.org
mobile communication systems, uplink data rates are often much lower than downlink rates
due to the limited transmission power of mobile … the large-scale minibatch stochastic GD (LS-…

Deep learning enabled semantic communication systems

H Xie, Z Qin, GY Li, BH Juang - IEEE Transactions on Signal …, 2021 - ieeexplore.ieee.org
… Overall, we consider an intelligent E2E communication system with the stochastic physical
channel, where the transmitter and the receiver have certain background knowledge, ie, …

Reconfigurable intelligent surfaces for wireless communications: Overview of hardware designs, channel models, and estimation techniques

M Jian, GC Alexandropoulos, E Basar… - … Converged Networks, 2022 - ieeexplore.ieee.org
… (6G) of wireless communication networks have spurred recent … and radio-frequency
front-end architectures for wireless … A stochastic cascaded model for RIS-empowered wireless

A survey on channel estimation and practical passive beamforming design for intelligent reflecting surface aided wireless communications

B Zheng, C You, W Mei, R Zhang - IEEE Communications …, 2022 - ieeexplore.ieee.org
… in its efficient integration into wireless communication systems, especially its channel estima…
the stochastic model will be given to investigate new setups and optimization techniques. …

A lite distributed semantic communication system for Internet of Things

H Xie, Z Qin - … Journal on Selected Areas in Communications, 2020 - ieeexplore.ieee.org
… By identifying the impacts of CSI on DL model training over fading channels, we propose
a CSI-aided semantic communication system to speed up convergence, where the CSI is …

Millimeter wave and sub-terahertz spatial statistical channel model for an indoor office building

S Ju, Y Xing, O Kanhere… - … Areas in Communications, 2021 - ieeexplore.ieee.org
modelling and characterization of experimental mm-wave indoor channels for future 5G
wireless communication networks,” … Kurner, “Stochastic modeling of THz indoor radio channels,” …