Massive connectivity with machine learning for the Internet of Things

A Balcı, R Sokullu - Computer Networks, 2021 - Elsevier
Driven by the need to ensure the connectivity of an unprecedentedly huge number of IoT
devices with no human intervention the issues of massive connectivity have recently …

Massive non-orthogonal multiple access for cellular IoT: Potentials and limitations

M Shirvanimoghaddam, M Dohler… - IEEE Communications …, 2017 - ieeexplore.ieee.org
The Internet of Things promises ubiquitous connectivity of everything everywhere, which
represents the biggest technology trend in the years to come. It is expected that by 2020 …

[图书][B] Massive IoT Access for 6G

Z Gao, M Ke, L Qiao, Y Mei - 2023 - Springer
This chapter first introduces the fundamental concepts of massive Internet-of-Things (IoT)
access. The severe limitations of conventional cellular network-based IoT solutions are …

MIMO-NOMA Aided Healthcare IoT Networking: Automated Massive Connectivity Protocol

L Bing, Y Gu, L Hu, Y Yin, J Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This paper addresses the design of multiple access protocol for healthcare Internet of things
(HIoT) networking, where devices are massively deployed to facilitate ubiquitous service …

Integrated 2-4 Step Random Access for Heterogeneous and Massive IoT Devices

Y Piao, TJ Lee - IEEE Transactions on Green Communications …, 2023 - ieeexplore.ieee.org
Since massive number of User Equipment (UE) s will cause more collisions and increase
delay, improved Random Access (RA) methods have been researched and proposed. With …

Massive NOMA enhanced IoT networks with partial CSI

T Hou, Y Liu, X Sun, Z Song, Y Chen… - ICC 2020-2020 IEEE …, 2020 - ieeexplore.ieee.org
This paper investigates a massive non-orthogonal multiple access (NOMA) enhanced
Internet of Things (IoT) network. In order to provide massive connectivity, a novel cluster …

NB-IoT random access: Data-driven analysis and ML-based enhancements

G Caso, K Kousias, Ö Alay… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
In the context of massive machine-type communications (mMTCs), the narrowband Internet-
of-Things (NB-IoT) technology is envisioned to efficiently and reliably deal with massive …

Developing NOMA to Next-Generation Multiple Access

W Yi, Y Liu, Z Ding - Fundamentals of 6G Communications and Networking, 2023 - Springer
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 …

A decoupled learning strategy for massive access optimization in cellular IoT networks

N Jiang, Y Deng, A Nallanathan… - IEEE Journal on Selected …, 2020 - ieeexplore.ieee.org
Cellular-based networks are expected to offer connectivity for massive Internet of Things
(mIoT) systems. However, their Random Access CHannel (RACH) procedure suffers from …

Emerging Internet of Things (IoTs) Scenarios Using Machine Learning for 6G Over 5G-Based Communications

R Dangey, A Tandon, AK Tyagi - 6G-Enabled IoT and AI for Smart …, 2023 - taylorfrancis.com
With the growth in global network users over the last several decades, the different Internet
of Things (IoT) technologies and applications have seen strong demand. The IoT has …