Integrated sensing and communications: Toward dual-functional wireless networks for 6G and beyond

F Liu, Y Cui, C Masouros, J Xu, TX Han… - IEEE journal on …, 2022 - ieeexplore.ieee.org
As the standardization of 5G solidifies, researchers are speculating what 6G will be. The
integration of sensing functionality is emerging as a key feature of the 6G Radio Access …

A survey of beam management for mmWave and THz communications towards 6G

Q Xue, C Ji, S Ma, J Guo, Y Xu… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Communication in millimeter wave (mmWave) and even terahertz (THz) frequency bands is
ushering in a new era of wireless communications. Beam management, namely initial …

A survey of recent advances in optimization methods for wireless communications

YF Liu, TH Chang, M Hong, Z Wu… - IEEE Journal on …, 2024 - ieeexplore.ieee.org
Mathematical optimization is now widely regarded as an indispensable modeling and
solution tool for the design of wireless communications systems. While optimization has …

Interference nulling using reconfigurable intelligent surface

T Jiang, W Yu - IEEE Journal on Selected Areas in …, 2022 - ieeexplore.ieee.org
This paper investigates the interference nulling capability of reconfigurable intelligent
surface (RIS) in a multiuser environment where multiple single-antenna transceivers …

Role of deep learning in wireless communications

W Yu, F Sohrabi, T Jiang - IEEE BITS the Information Theory …, 2022 - ieeexplore.ieee.org
Traditional communication system design has always been based on the paradigm of first
establishing a mathematical model of the communication channel, then designing and …

Secure cell-free integrated sensing and communication in the presence of information and sensing eavesdroppers

Z Ren, J Xu, L Qiu, DWK Ng - IEEE Journal on Selected Areas …, 2024 - ieeexplore.ieee.org
This paper studies a secure cell-free integrated sensing and communication (ISAC) system,
in which multiple ISAC transmitters collaboratively send confidential information to multiple …

A RIS-based vehicle DOA estimation method with integrated sensing and communication system

Z Chen, P Chen, Z Guo, Y Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the development of intelligent transportation, growing attention has been received to
integrated sensing and communication (ISAC) systems. In this paper, we formulate a novel …

Localization with reconfigurable intelligent surface: An active sensing approach

Z Zhang, T Jiang, W Yu - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
This paper addresses an uplink localization problem in which a base station (BS) aims to
locate a remote user with the help of reconfigurable intelligent surfaces (RISs). We propose …

Statistical hypothesis testing based on machine learning: Large deviations analysis

P Braca, LM Millefiori, A Aubry… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
We study the performance of Machine Learning (ML) classification techniques. Leveraging
the theory of large deviations, we provide the mathematical conditions for a ML classifier to …

Active sensing for localization with reconfigurable intelligent surface

Z Zhang, T Jiang, W Yu - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
This paper addresses an uplink localization problem in which the base station (BS) aims to
locate a remote user with the aid of reconfigurable intelligent surface (RIS). This paper …