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 - … Communications Surveys & …, 2022 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) has emerged as a key enabling technology to realize
smart and reconfigurable radio environment for wireless communications, by digitally …

Intelligent reflecting surface-aided wireless communications: A tutorial

Q Wu, S Zhang, B Zheng, C You… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is an enabling technology to engineer the radio signal
propagation in wireless networks. By smartly tuning the signal reflection via a large number …

Learning to reflect and to beamform for intelligent reflecting surface with implicit channel estimation

T Jiang, HV Cheng, W Yu - IEEE Journal on Selected Areas in …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS), which consists of a large number of tunable reflective
elements, is capable of enhancing the wireless propagation environment in a cellular …

Comprehensive review on ML-based RIS-enhanced IoT systems: basics, research progress and future challenges

SK Das, F Benkhelifa, Y Sun, H Abumarshoud… - Computer Networks, 2023 - Elsevier
Sixth generation (6G) internet of things (IoT) networks will modernize the applications and
satisfy user demands through implementing smart and automated systems. Intelligence …

Deep learning-aided 6G wireless networks: A comprehensive survey of revolutionary PHY architectures

B Ozpoyraz, AT Dogukan, Y Gevez… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Deep learning (DL) has proven its unprecedented success in diverse fields such as
computer vision, natural language processing, and speech recognition by its strong …

[HTML][HTML] Reconfigurable intelligent surface: Design the channel–A new opportunity for future wireless networks

M Dajer, Z Ma, L Piazzi, N Prasad, XF Qi… - Digital Communications …, 2022 - Elsevier
In this paper, we survey state-of-the-art research outcomes in the burgeoning field of
Reconfigurable Intelligent Surface (RIS), given its potential for significant performance …

Parallel channel estimation for RIS-assisted internet of things

Z Chen, L Huang, S **a, B Tang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Reconfigurable intelligent surfaces (RISs) are deemed as a potential technique for the future
of the Internet of Things (IoT) due to their capability of smartly reconfiguring the wireless …

A literature survey on AI-aided beamforming and beam management for 5G and 6G systems

DS Brilhante, JC Manjarres, R Moreira… - Sensors, 2023 - mdpi.com
Modern wireless communication systems rely heavily on multiple antennas and their
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …

A deep learning based modeling of reconfigurable intelligent surface assisted wireless communications for phase shift configuration

B Sheen, J Yang, X Feng… - IEEE Open Journal of …, 2021 - ieeexplore.ieee.org
Reconfigurable Intelligent Surface (RIS) has emerged as a promising technology in wireless
networks to achieve high spectrum and energy efficiency. RIS typically comprises a large …

[HTML][HTML] Intelligent reflective surfaces for wireless networks: An overview of applications, approached issues, and open problems

D Perez-Adan, O Fresnedo, JP Gonzalez-Coma… - Electronics, 2021 - mdpi.com
An intelligent reflective surface (IRS) is a novel and revolutionizing communication
technology destined to enable the control of the radio environment. An IRS is a real-time …