Evolution of NOMA toward next generation multiple access (NGMA) for 6G

Y Liu, S Zhang, X Mu, Z Ding, R Schober… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Due to the explosive growth in the number of wireless devices and diverse wireless
services, such as virtual/augmented reality and Internet-of-Everything, next generation …

Resource allocation for IRS assisted SGF NOMA transmission: A MADRL approach

J Chen, L Guo, J Jia, J Shang… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) assisted semi-grant-free (SGF) transmission has
been viewed as one of the promising technologies to meet massive connectivity …

Federated multi-agent deep reinforcement learning for resource allocation of vehicle-to-vehicle communications

X Li, L Lu, W Ni, A Jamalipour… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Dynamic topology, fast-changing channels and the time sensitivity of safety-related services
present challenges to the status quo of resource allocation for cellular-underlaying vehicle …

[PDF][PDF] Competitive MA-DRL for transmit power pool design in semi-grant-free NOMA systems

M Fayaz, W Yi, Y Liu, A Nallanathan - arXiv preprint arXiv …, 2021 - academia.edu
In this paper, we exploit the capability of multi-agent deep reinforcement learning (MA-DRL)
technique to generate a transmit power pool (PP) for Internet of things (IoT) networks with …

Quantum-Inspired Machine Learning for 6G: Fundamentals, Security, Resource Allocations, Challenges, and Future Research Directions

TQ Duong, JA Ansere, B Narottama… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Quantum computing is envisaged as an evolving paradigm for solving computationally
complex optimization problems with a large-number factorization and exhaustive search …

Enabling transmission status detection in grant‐free power domain non‐orthogonal multiple access for massive Internet of Things

MB Shahab, SJ Johnson… - Transactions on …, 2022 - Wiley Online Library
Grant‐free access has been identified as a potential solution to support massive machine‐
type communications by avoiding the high signaling overhead and latency issues of existing …

[PDF][PDF] Optimal downlink power allocation schemes for OFDM-NOMA-based Internet of things

Y Gao, F Yu, H Zhang, Y Shi… - International Journal of …, 2022 - journals.sagepub.com
With the continuous development of fifth-generation technology, the number of mobile
terminal Internet of Things devices has increased exponentially. How to effectively improve …

RIS-Assisted Grant-Free NOMA: User Pairing, RIS Assignment, and Phase Shift Alignment

F Kilinc, RA Tasci, A Celik, A Abdallah… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
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) …

Intelligent Resource Allocation in Backscatter-NOMA Networks: A Soft Actor Critic Framework

A Alajmi, W Ahsan, M Fayaz… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the use of power domain non-orthogonal multiple access (NOMA) and backscatter
communication (BAC), future sixth-generation ultra massive machine-type communications …

Grant-free NOMA: A low complexity power control through user clustering

A Celik - 2022 - techrxiv.org
This paper proposes synchronous grant-free non-orthogonal multiple access (GF-NOMA)
frameworks that effectively integrate UE clustering and low-complexity power control to …