Recent progress in reconfigurable and intelligent metasurfaces: A comprehensive review of tuning mechanisms, hardware designs, and applications
Intelligent metasurfaces have gained significant importance in recent years due to their
ability to dynamically manipulate electromagnetic (EM) waves. Their multifunctional …
ability to dynamically manipulate electromagnetic (EM) waves. Their multifunctional …
A survey on model-based, heuristic, and machine learning optimization approaches in RIS-aided wireless networks
Reconfigurable intelligent surfaces (RISs) have received considerable attention as a key
enabler for envisioned 6G networks, for the purpose of improving the network capacity …
enabler for envisioned 6G networks, for the purpose of improving the network capacity …
A survey on deep learning tools dealing with data scarcity: definitions, challenges, solutions, tips, and applications
Data scarcity is a major challenge when training deep learning (DL) models. DL demands a
large amount of data to achieve exceptional performance. Unfortunately, many applications …
large amount of data to achieve exceptional performance. Unfortunately, many applications …
Machine learning for intelligent-reflecting-surface-based wireless communication towards 6G: A review
An intelligent reflecting surface (IRS) is a programmable device that can be used to control
electromagnetic waves propagation by changing the electric and magnetic properties of its …
electromagnetic waves propagation by changing the electric and magnetic properties of its …
Machine learning approaches for reconfigurable intelligent surfaces: A survey
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 …
accommodating a rapid increase in mobile data traffic flow and a wide variety of services …
Joint channel estimation and data detection for hybrid RIS aided millimeter wave OTFS systems
For high mobility communication scenario, the recently emerged orthogonal time frequency
space (OTFS) modulation introduces a new delay-Doppler domain signal space, and can …
space (OTFS) modulation introduces a new delay-Doppler domain signal space, and can …
Reconfigurable intelligent surface for near field communications: Beamforming and sensing
Reconfigurable intelligent surface (RIS) can improve the communications between a source
and a destination. Recently, continuous aperture RIS is proved to have better …
and a destination. Recently, continuous aperture RIS is proved to have better …
Tensor-based algebraic channel estimation for hybrid IRS-assisted MIMO-OFDM
We consider the channel estimation problem in multiple-input multiple-output orthogonal
frequency division multiplexing (MIMO-OFDM) systems assisted by intelligent reconfigurable …
frequency division multiplexing (MIMO-OFDM) systems assisted by intelligent reconfigurable …
Cascaded channel estimation for RIS assisted mmWave MIMO transmissions
Channel estimation is challenging for the reconfigurable intelligence surface (RIS) assisted
millimeter wave (mmWave) communications. Since the number of coefficients of the …
millimeter wave (mmWave) communications. Since the number of coefficients of the …
Time-varying channel prediction for RIS-assisted MU-MISO networks via deep learning
To mitigate the effects of shadow fading and obstacle blocking, reconfigurable intelligent
surface (RIS) has become a promising technology to improve the signal transmission quality …
surface (RIS) has become a promising technology to improve the signal transmission quality …