Deep-reinforcement-learning-based NOMA-aided slotted ALOHA for LEO satellite IoT networks

H Yu, H Zhao, Z Fei, J Wang, Z Chen… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The low earth orbit (LEO) satellites have received extensive attention as an essential
supplement to the terrestrial network for supporting global Internet of Things (IoT) services …

Slotted ALOHA with NOMA for the next generation IoT

SA Tegos, PD Diamantoulakis… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Random access (RA) has recently been revisited and considered as a key technology for
the medium access control layer of the Internet of Things applications. Compared to other …

Q-learning NOMA random access for IoT-satellite terrestrial relay networks

DA Tubiana, J Farhat, G Brante… - IEEE Wireless …, 2022 - ieeexplore.ieee.org
We consider an IoT-satellite terrestrial relay network providing access for a massive quantity
of IoT devices. In order to overcome the difficulties associated with random access over ultra …

Active terminal identification, channel estimation, and signal detection for grant-free NOMA-OTFS in LEO satellite Internet-of-Things

X Zhou, K Ying, Z Gao, Y Wu, Z Xiao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
This paper investigates the massive connectivity of low Earth orbit (LEO) satellite-based
Internet-of-Things (IoT) for seamless global coverage. We propose to integrate the grant-free …

Deep reinforcement learning for throughput improvement of the uplink grant-free NOMA system

J Zhang, X Tao, H Wu, N Zhang… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Facing the dramatic increase of mobile devices and the scarcity of spectrum resources, grant-
free nonorthogonal multiple access (NOMA) emerges as an enabling technology for …

Grant-free NOMA-OTFS paradigm: Enabling efficient ubiquitous access for LEO satellite Internet-of-Things

Z Gao, X Zhou, J Zhao, J Li, C Zhu, C Hu, P Xiao… - IEEE …, 2023 - ieeexplore.ieee.org
With the blooming of Internet-of-Things (IoT), we are witnessing an explosion in the number
of IoT terminals, triggering an unprecedented demand for ubiquitous wireless access …

NOMA-Based ALOHA Protocol for Air-to-Ground Communications With Maximum Transmit Power Limits

HH Choi, KM Kang, H Lee - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Non-orthogonal multiple access (NOMA) techniques can recover collided signals
simultaneously transmitted from different users that select different target received signal …

Robust design for NOMA-based multibeam LEO satellite Internet of Things

J Chu, X Chen, C Zhong… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
In this article, we investigate the issue of massive access in a beyond fifth-generation (B5G)
multibeam low-Earth orbit (LEO) satellite Internet-of-Things (IoT) network in the presence of …

RIS-aided ground-aerial NOMA communications: A distributionally robust DRL approach

J Zhao, L Yu, K Cai, Y Zhu, Z Han - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
A reconfigurable intelligent surface (RIS) aided air-to-ground uplink non-orthogonal
transmission framework is investigated for next generation multiple access. Occupying the …

[HTML][HTML] Direct-to-satellite IoT slotted aloha systems with multiple satellites and unequal erasure probabilities

FA Tondo, S Montejo-Sánchez, ME Pellenz… - Sensors, 2021 - mdpi.com
Direct-to-satellite Internet of Things (IoT) solutions have attracted a lot of attention from
industry and academia recently, as promising alternatives for large scale coverage of a …