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 …
Joint user-target pairing, power control, and beamforming for NOMA-aided ISAC networks
Integrated sensing and communication (ISAC) emerges as a pivotal solution for augmenting
spectrum efficiency and fostering synergies between sensing and communication …
spectrum efficiency and fostering synergies between sensing and communication …
Explainable and robust artificial intelligence for trustworthy resource management in 6G networks
Artificial intelligence (AI) is expected to be an integral part of radio resource management
(RRM) in sixth-generation (6G) networks. However, the opaque nature of complex deep …
(RRM) in sixth-generation (6G) networks. However, the opaque nature of complex deep …
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 …
Rendezvous of ISAC and NOMA: Progress and Prospects of Next-Generation Multiple Access
Integrated sensing and communication (ISAC) has become a key strategy, where a
comprehensive framework transcends a single radar functionality by incorporating various …
comprehensive framework transcends a single radar functionality by incorporating various …
Joint Codebook Selection and MCS Adaptation for MmWave eMBB Services Based on Deep Reinforcement Learning
This article investigates the joint codebook selection and modulation-coding-scheme (MCS)
adaptation issue for the enhanced mobile broadband (eMBB) service in millimeter-wave …
adaptation issue for the enhanced mobile broadband (eMBB) service in millimeter-wave …
Multi-Agent DRL for Distributed Codebook Design in RIS-aided Cell-Free Massive MIMO Networks
This paper proposes an innovative approach for enhancing network capacity and coverage
by integrating cell-free massive multiple-input multiple-output (CF-mMIMO) networks with …
by integrating cell-free massive multiple-input multiple-output (CF-mMIMO) networks with …
Joint Precoding and AP Selection for Energy Efficient RIS-aided Cell-Free Massive MIMO Using Multi-agent Reinforcement Learning
Cell-free (CF) massive multiple-input multiple-output (mMIMO) and reconfigurable intelligent
surface (RIS) are two advanced transceiver technologies for realizing future sixth-generation …
surface (RIS) are two advanced transceiver technologies for realizing future sixth-generation …
Joint Beamforming with RIS Assisted MU-MISO Systems using HR-Mobilenet and ASO Algorithm
Abstract Reconfigurable-intelligent-surfaces (RIS) are utilized in multi-user multi-input single-
output (MU-MISO) systems to improve the signal propagation environment by tuning the …
output (MU-MISO) systems to improve the signal propagation environment by tuning the …
Site-Specific Beam Codebook Design for Distributed RIS Networks Using Deep Reinforcement Learning
Reconfigurable intelligent surfaces (RISs) have recently been identified as a prominent
technology capable of augmenting propagation environments by intelligently redirecting …
technology capable of augmenting propagation environments by intelligently redirecting …