Multiple Access in the Era of Distributed Computing and Edge Intelligence

NG Evgenidis, NA Mitsiou, VI Koutsioumpa… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper focuses on the latest research and innovations in fundamental next-generation
multiple access (NGMA) techniques and the coexistence with other key technologies for the …

Multiple Access Techniques for Intelligent and Multi-Functional 6G: Tutorial, Survey, and Outlook

B Clerckx, Y Mao, Z Yang, M Chen, A Alkhateeb… - arXiv preprint arXiv …, 2024 - arxiv.org
Multiple access (MA) is a crucial part of any wireless system and refers to techniques that
make use of the resource dimensions to serve multiple users/devices/machines/services …

Signal processing and learning for next generation multiple access in 6G

W Chen, Y Liu, H Jafarkhani, YC Eldar, P Zhu… - arXiv preprint arXiv …, 2023 - arxiv.org
Wireless communication systems to date primarily rely on the orthogonality of resources to
facilitate the design and implementation, from user access to data transmission. Emerging …

Five driving forces of multi-access edge computing

M Liyanage, P Porambage, AY Ding - arXiv preprint arXiv:1810.00827, 2018 - arxiv.org
The emergence of Multi-Access Edge Computing (MEC) technology aims at extending cloud
computing capabilities to the edge of the wireless access networks. MEC provides real-time …

A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications

H Mazandarani, M Shokrnezhad, T Taleb - arXiv preprint arXiv …, 2024 - arxiv.org
The emergence of the semantic-aware paradigm presents opportunities for innovative
services, especially in the context of 6G-based applications. Although significant progress …

QMA: A Resource-efficient, Q-learning-based Multiple Access Scheme for the IIoT

F Meyer, V Turau - 2021 IEEE 41st International Conference on …, 2021 - ieeexplore.ieee.org
Many MAC protocols for the Industrial Internet of Things, such as IEEE 802.15. 4 and its
extensions, require contention-based channel access for management traffic, eg, for slot …

Edge computing and edge intelligence

S Itapu, GR Murthy, M Krishna - Towards Wireless Heterogeneity …, 2024 - taylorfrancis.com
For any advanced communication technologies to be commercially viable, it is a prerogative
for the electromagnetic spectrum to act as a catalyst. For technological breakthroughs and …

The Road to Next-Generation Multiple Access: A 50-Year Tutorial Review

Y Liu, C Ouyang, Z Ding, R Schober - arXiv preprint arXiv:2403.00189, 2024 - arxiv.org
The evolution of wireless communications has been significantly influenced by remarkable
advancements in multiple access (MA) technologies over the past five decades, shaping the …

Multi-agent deep learning for multi-channel access in slotted wireless networks

R Mennes, FAP De Figueiredo, S Latre - IEEE Access, 2020 - ieeexplore.ieee.org
As the number of devices connected to the internet and the amount of data they generate
increases, the wireless spectrum is becoming an essential and scarce resource. Most …

Grant-free non-orthogonal multiple access: A key enabler for 6G-IoT

R Abbas, T Huang, B Shahab… - arXiv preprint arXiv …, 2020 - arxiv.org
The proliferating number of devices with short payloads as well as low power budget has
already driven researchers away from classical grant-based access schemes that are …