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 …

Machine learning approaches for reconfigurable intelligent surfaces: A survey

KM Faisal, W Choi - IEEE Access, 2022 - ieeexplore.ieee.org
Next-generation wireless networks must handle a growing density of mobile users while
accommodating a rapid increase in mobile data traffic flow and a wide variety of services …

Interplay between RIS and AI in wireless communications: Fundamentals, architectures, applications, and open research problems

J Wang, W Tang, Y Han, S Jin, X Li… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
Future wireless communication networks are expected to fulfill the unprecedented
performance requirements to support our highly digitized and globally data-driven society …

[HTML][HTML] Reconfigurable intelligent surfaces for 5G and beyond wireless communications: A comprehensive survey

T Sharma, A Chehri, P Fortier - Energies, 2021 - mdpi.com
With possible new use cases and demanding requirements of future 5th generation (5G)
and beyond cellular networks, the future of mobile communications sounds promising …

Reconfigurable intelligent surface for physical layer security in 6G-IoT: Designs, issues, and advances

W Khalid, MAU Rehman, T Van Chien… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Sixth-generation (6G) networks pose substantial security risks because confidential
information is transmitted over wireless channels with a broadcast nature, and various attack …

Exploring reconfigurable intelligent surfaces for 6G: State‐of‐the‐art and the road ahead

S Basharat, M Khan, M Iqbal, US Hashmi… - IET …, 2022 - Wiley Online Library
Reconfigurable intelligent surfaces (RISs) are envisioned to transform the propagation
space into a smart radio environment (SRE) to realize the diverse applications of sixth …

Reconfigurable intelligent surfaces for 6G IoT wireless positioning: A contemporary survey

R Chen, M Liu, Y Hui, N Cheng… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The sixth-generation (6G) wireless communication system is expected to integrate
communication, intelligence, sensing, positioning, control, and calculation to adapt to time …

RIS subarray optimization with reinforcement learning for green symbiotic communications in Internet of Things (IoT)

T Zhang, P Ren, D Xu, Z Ren - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Symbiotic communications have been deemed as a critical technology for Internet of Things
(IoT) communications owing to its high spectrum and energy efficiency. Reconfigurable …

Smart and secure wireless communications via reflecting intelligent surfaces: A short survey

A Almohamad, AM Tahir, A Al-Kababji… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
With the emergence of the Internet of Things (IoT) technology, wireless connectivity should
be more ubiquitous than ever. In fact, the availability of wireless connection everywhere …

Reconfigurable intelligent surfaces in challenging environments: Underwater, underground, industrial and disaster

S Kisseleff, S Chatzinotas, B Ottersten - IEEE Access, 2021 - ieeexplore.ieee.org
Challenging environments comprise a range of scenarios, which share the fact that it is
extremely difficult to establish a communication link using conventional technology due to …