At the Dawn of Generative AI Era: A tutorial-cum-survey on new frontiers in 6G wireless intelligence
A Celik, AM Eltawil - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
As we transition from the 5G epoch, a new horizon beckons with the advent of 6G, seeking a
profound fusion with novel communication paradigms and emerging technological trends …
profound fusion with novel communication paradigms and emerging technological trends …
RIS-aided mmWave MIMO channel estimation using deep learning and compressive sensing
Reconfigurable intelligent surface (RIS) assisted wireless systems require accurate channel
state information (CSI) to control wireless channels and improve both the bandwidth and …
state information (CSI) to control wireless channels and improve both the bandwidth and …
Data-driven Integrated Sensing and Communication: Recent Advances, Challenges, and Future Prospects
Integrated Sensing and Communication (ISAC), combined with data-driven approaches, has
emerged as a highly significant field, garnering considerable attention from academia and …
emerged as a highly significant field, garnering considerable attention from academia and …
Channel estimation for reconfigurable intelligent surface-assisted mmWave based on Re 'nyi entropy function
This study focuses on channel estimation for reconfigurable intelligent surface (RIS)-
assisted mmWave systems, in which the RIS is used to facilitate base-to-user data transfer …
assisted mmWave systems, in which the RIS is used to facilitate base-to-user data transfer …
RIS-assisted grant-free NOMA: User pairing, RIS assignment, and phase shift alignment
This paper introduces a reconfigurable intelligent surface (RIS)-assisted grant-free non-
orthogonal multiple access (GF-NOMA) scheme. We propose a joint user equipment (UE) …
orthogonal multiple access (GF-NOMA) scheme. We propose a joint user equipment (UE) …
Deep reinforcement learning based beamforming codebook design for RIS-aided mmWave systems
Reconfigurable intelligent surfaces (RISs) are envisioned to play a pivotal role in future
wireless systems with the capability of enhancing propagation environments by intelligently …
wireless systems with the capability of enhancing propagation environments by intelligently …
Multi-agent deep reinforcement learning for beam codebook design in RIS-aided systems
Reconfigurable intelligent surfaces (RISs) play a vital role in future wireless systems with the
capability of enhancing propagation environments by intelligently reflecting the signals …
capability of enhancing propagation environments by intelligently reflecting the signals …
A Data Augmentation-Based Channel Estimation Scheme for Intelligent Reflecting Surface Assisted Wireless Communication System
J Wang, Z Wang - IEEE Transactions on Cognitive …, 2024 - ieeexplore.ieee.org
The performance of intelligent reflecting surface-assisted wireless communication systems
highly depends on the accuracy of channel estimation. To resolve the contradiction between …
highly depends on the accuracy of channel estimation. To resolve the contradiction between …
Modular quantum machine learning for channel estimation in STAR-RIS assisted communication systems
B Narottama, S Aïssa - … on Personal, Indoor and Mobile Radio …, 2023 - ieeexplore.ieee.org
This work employs modular quantum machine learning (QML) to estimate the wireless
channels in simultaneously transmitting and reflecting reconfigurable intelligent surfaces …
channels in simultaneously transmitting and reflecting reconfigurable intelligent surfaces …
Channel Estimation For RIS-Assisted MIMO Systems with Hardening Effects
Estimating accurate channel state information (CSI) is a prerequisite to benefit from the
deployment of reconfigurable intelligent surfaces (RISs). However, pilot overhead is …
deployment of reconfigurable intelligent surfaces (RISs). However, pilot overhead is …