Cellular, wide-area, and non-terrestrial IoT: A survey on 5G advances and the road toward 6G

M Vaezi, A Azari, SR Khosravirad… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The next wave of wireless technologies is proliferating in connecting things among
themselves as well as to humans. In the era of the Internet of Things (IoT), billions of …

A tutorial on ultrareliable and low-latency communications in 6G: Integrating domain knowledge into deep learning

C She, C Sun, Z Gu, Y Li, C Yang… - Proceedings of the …, 2021 - ieeexplore.ieee.org
As one of the key communication scenarios in the fifth-generation and also the sixth-
generation (6G) mobile communication networks, ultrareliable and low-latency …

[HTML][HTML] Federated learning for 6G: Applications, challenges, and opportunities

Z Yang, M Chen, KK Wong, HV Poor, S Cui - Engineering, 2022 - Elsevier
Standard machine-learning approaches involve the centralization of training data in a data
center, where centralized machine-learning algorithms can be applied for data analysis and …

Intelligent resource slicing for eMBB and URLLC coexistence in 5G and beyond: A deep reinforcement learning based approach

M Alsenwi, NH Tran, M Bennis… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In this paper, we study the resource slicing problem in a dynamic multiplexing scenario of
two distinct 5G services, namely Ultra-Reliable Low Latency Communications (URLLC) and …

Communication-efficient and distributed learning over wireless networks: Principles and applications

J Park, S Samarakoon, A Elgabli, J Kim… - Proceedings of the …, 2021 - ieeexplore.ieee.org
Machine learning (ML) is a promising enabler for the fifth-generation (5G) communication
systems and beyond. By imbuing intelligence into the network edge, edge nodes can …

Towards enabling critical mMTC: A review of URLLC within mMTC

SR Pokhrel, J Ding, J Park, OS Park, J Choi - IEEE access, 2020 - ieeexplore.ieee.org
Massive machine-type communication (mMTC) and ultra-reliable and low-latency
communication (URLLC) are two key service types in the fifth-generation (5G) …

An overview of physical layer design for ultra-reliable low-latency communications in 3GPP releases 15, 16, and 17

TK Le, U Salim, F Kaltenberger - IEEE access, 2020 - ieeexplore.ieee.org
Ultra-reliable low-latency communication (URLLC) has been introduced in 5G new radio for
new applications that have strict reliability and latency requirements such as …

A survey on the use of blockchain for future 6G: Technical aspects, use cases, challenges and research directions

A Kalla, C De Alwis, P Porambage, G Gür… - Journal of Industrial …, 2022 - Elsevier
While 5G is at the early deployment state around the globe, the research and industrial
communities have already started concentrating their efforts on formulating the overall 6G …

6G white paper on machine learning in wireless communication networks

S Ali, W Saad, N Rajatheva, K Chang… - arXiv preprint arXiv …, 2020 - arxiv.org
The focus of this white paper is on machine learning (ML) in wireless communications. 6G
wireless communication networks will be the backbone of the digital transformation of …

White paper on critical and massive machine type communication towards 6G

NH Mahmood, S Böcker, A Munari, F Clazzer… - arXiv preprint arXiv …, 2020 - arxiv.org
The society as a whole, and many vertical sectors in particular, is becoming increasingly
digitalized. Machine Type Communication (MTC), encompassing its massive and critical …